CourseClub NET Udacity Data Scientist v1 | 74374C93EF533440A22171C1ECCE73D5D060BFAD

CourseClub NET Udacity Data Scientist v1

Name	[CourseClub.NET] Udacity - Data Scientist v1.0.0	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	7.9 GB
Total Files	8307
Hash	74374C93EF533440A22171C1ECCE73D5D060BFAD

/Part 01-Module 01-Lesson 01_Welcome to the Data Scientist Nanodegree program/
01. Welcome-SaSzn718doY.en.vtt	1.5 KB
01. Welcome-SaSzn718doY.mp4	8.4 MB
01. Welcome-SaSzn718doY.pt-BR.vtt	1.7 KB
01. Welcome.html	5.9 KB
02. Creating Customer Segmentation Arvato Project-VCChvqoK6Go.en.vtt	3.6 KB
02. Creating Customer Segmentation Arvato Project-VCChvqoK6Go.mp4	17.2 MB
02. Creating Customer Segmentation Arvato Project-VCChvqoK6Go.pt-BR.vtt	3.6 KB
02. INTRODUÇÃO AO PROJETO PRINCIPAL V2---9IFCNBM6Y.en.vtt	1.3 KB
02. INTRODUÇÃO AO PROJETO PRINCIPAL V2---9IFCNBM6Y.mp4	3.0 MB
02. INTRODUÇÃO AO PROJETO PRINCIPAL V2---9IFCNBM6Y.pt-BR.vtt	1.5 KB
02. INTRODUÇÃO AO PROJETO PRINCIPAL V2---9IFCNBM6Y.zh-CN.vtt	1.2 KB
02. Kaggle Project Final For Classroom-Ssttix340C8.en.vtt	3.5 KB
02. Kaggle Project Final For Classroom-Ssttix340C8.mp4	10.6 MB
02. Kaggle Project Final For Classroom-Ssttix340C8.pt-BR.vtt	3.0 KB
02. Projects-1-E_ZYovKeI.en.vtt	0.5 KB
02. Projects-1-E_ZYovKeI.mp4	888.1 KB
02. Projects-1-E_ZYovKeI.pt-BR.vtt	0.5 KB
02. Projects.html	8.8 KB
03. Program Structure Schedule.html	12.4 KB
04. Learning Plan - First Two Weeks.html	6.5 KB
05. Pre-assessment.html	6.8 KB
06. Extracurriculars.html	7.0 KB
07. Meet The Instructors-ndyjFUF2e9Q.en.vtt	0.2 KB
07. Meet The Instructors-ndyjFUF2e9Q.mp4	15.1 MB
07. Meet The Instructors-ndyjFUF2e9Q.pt-BR.vtt	2.0 KB
07. Meet Your Instructors.html	5.9 KB
08. Getting Help - Community Support.html	10.0 KB
09. How to Succeed.html	5.8 KB
09. L1 06 How To Succeed REPLACEMENT-JRnZOZR97QQ.en.vtt	6.0 KB
09. L1 06 How To Succeed REPLACEMENT-JRnZOZR97QQ.mp4	28.4 MB
10. Careers Team Content.html	6.1 KB
11. Meet the Careers Team-cuKecPpZ7PM.en.vtt	3.7 KB
11. Meet the Careers Team-cuKecPpZ7PM.mp4	10.6 MB
11. Meet the Careers Team-cuKecPpZ7PM.pt-BR.vtt	3.9 KB
11. Meet the Careers Team.html	7.2 KB
12. Access Your Career Portal.html	7.1 KB
13. Your Udacity Professional Profile.html	8.0 KB
14. Parting Words Of Encouragement-sFF_WOnpsXM.en.vtt	1.6 KB
14. Parting Words Of Encouragement-sFF_WOnpsXM.mp4	4.9 MB
14. Parting Words Of Encouragement-sFF_WOnpsXM.pt-BR.vtt	1.7 KB
14. Words of Encouragement.html	6.0 KB
index.html	4.6 KB
/img/
get-hired-with-the-udacity-career-portal.gif	774.9 KB
screen-shot-2017-10-27-at-1.49.58-pm.png	11.6 KB
screen-shot-2018-05-25-at-11.22.02-am.png	15.9 KB
screen-shot-2018-05-25-at-11.27.26-am.png	58.8 KB
screen-shot-2018-05-25-at-11.27.36-am.png	160.4 KB
screen-shot-2018-05-25-at-4.11.38-pm.png	5.6 KB
screen-shot-2018-06-07-at-12.02.10-pm.png	36.5 KB
screen-shot-2018-07-27-at-1.24.38-pm.png	31.6 KB
screen-shot-2018-08-13-at-6.26.18-pm.png	173.3 KB
screen-shot-2018-08-13-at-6.39.12-pm.png	228.2 KB
screen-shot-2018-08-27-at-3.10.11-pm.png	34.8 KB
udacitylogo-copy.png	38.6 KB
/Part 01-Module 02-Lesson 01_Setting Up Your Computer/
01. Intro.html	6.6 KB
01. Introduction-Yg0gBpTzkMo.en.vtt	1.7 KB
01. Introduction-Yg0gBpTzkMo.mp4	6.5 MB
01. Introduction-Yg0gBpTzkMo.pt-BR.vtt	1.9 KB
02. Python Installation-2_P05aYChqQ.ar.vtt	2.3 KB
02. Python Installation-2_P05aYChqQ.en.vtt	1.8 KB
02. Python Installation-2_P05aYChqQ.mp4	7.0 MB
02. Python Installation-2_P05aYChqQ.pt-BR.vtt	2.2 KB
02. Python Installation-2_P05aYChqQ.zh-CN.vtt	1.7 KB
02. Python Installation.html	9.8 KB
03. [For Windows] Configuring Git Bash to Run Python.html	13.3 KB
04. What is Anaconda.html	11.8 KB
05. Installing Anaconda.html	8.9 KB
06. Managing packages.html	9.7 KB
07. On Python versions at Udacity.html	8.2 KB
08. Running A Python Script-vMKemwCderg.ar.vtt	3.1 KB
08. Running A Python Script-vMKemwCderg.en.vtt	2.3 KB
08. Running A Python Script-vMKemwCderg.mp4	2.7 MB
08. Running A Python Script-vMKemwCderg.pt-BR.vtt	2.6 KB
08. Running A Python Script-vMKemwCderg.zh-CN.vtt	2.2 KB
08. Running a Python Script.html	8.2 KB
09. Programming Environment Setup-EKxDnCK0NAk.ar.vtt	6.3 KB
09. Programming Environment Setup-EKxDnCK0NAk.en.vtt	4.2 KB
09. Programming Environment Setup-EKxDnCK0NAk.mp4	7.8 MB
09. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt	5.0 KB
09. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt	4.0 KB
09. Programming Environment Setup.html	8.6 KB
10. Jupyter-qiYDWFLyXvg.ar.vtt	3.5 KB
10. Jupyter-qiYDWFLyXvg.en.vtt	2.8 KB
10. Jupyter-qiYDWFLyXvg.mp4	7.5 MB
10. Jupyter-qiYDWFLyXvg.pt-BR.vtt	2.5 KB
10. Jupyter-qiYDWFLyXvg.zh-CN.vtt	2.7 KB
10. What are Jupyter notebooks.html	13.2 KB
11. Installing Jupyter Notebook.html	6.7 KB
12. Launching the notebook server.html	11.6 KB
13. Notebook interface.html	10.3 KB
14. Markdown cells.html	10.4 KB
15. Code cells.html	6.9 KB
16. Keyboard shortcuts.html	6.8 KB
17. Magic keywords.html	10.8 KB
18. Converting notebooks.html	7.9 KB
19. Creating a slideshow.html	8.7 KB
20. L2 02 Outro REPLACEMENT-W-6Se0G_FVE.en.vtt	0.6 KB
20. L2 02 Outro REPLACEMENT-W-6Se0G_FVE.mp4	1.9 MB
20. Outro.html	6.4 KB
index.html	5.0 KB
/img/
conda-create-env.png	72.5 KB
conda-environments.png	41.1 KB
conda-install.png	83.1 KB
conda-search.png	441.2 KB
conda-tab.png	112.6 KB
magic-matplotlib.png	92.9 KB
magic-pdb.png	70.3 KB
magic-timeit.png	161.1 KB
magic-timeit2.png	57.5 KB
nbconvert-example.png	75.1 KB
new-notebook.png	104.2 KB
notebook-components.png	31.0 KB
notebook-download.png	81.5 KB
notebook-json.png	97.6 KB
notebook-server.png	105.8 KB
notebook-shutdown.png	63.8 KB
server-shutdown.png	159.2 KB
slides-cell-toolbar-menu.png	62.8 KB
slides-choose-slide-type.png	54.6 KB
step1-cd.png	15.0 KB
step2-pwd.png	16.8 KB
step3-path.png	21.3 KB
step4-alias.png	18.3 KB
step5-source.png	15.6 KB
step6-testrun.png	44.5 KB
/media/
Markdown+cells.mp4	338.3 KB
command+palette.mp4	173.2 KB
conda_default_install.mp4	609.6 KB
conda_install.mp4	206.6 KB
notebook+interface.mp4	220.6 KB
/Part 01-Module 03-Lesson 01_What Is Ahead/
01. What Do Data Scientists Do-sN2DbIJUZmw.en.vtt	3.4 KB
01. What Do Data Scientists Do-sN2DbIJUZmw.mp4	15.7 MB
01. What Do Data Scientists Do-sN2DbIJUZmw.pt-BR.vtt	3.4 KB
01. What do Data Scientists Do.html	5.0 KB
02. Adam from IBM-NjjtY5UHyac.en.vtt	4.6 KB
02. Adam from IBM-NjjtY5UHyac.mp4	19.8 MB
02. Adam from IBM-NjjtY5UHyac.pt-BR.vtt	4.4 KB
02. Interview Adam [IBM].html	4.9 KB
03. Interview Rachel [Kaggle].html	5.0 KB
03. Rachel from Kaggle-uVsYYzxbyIg.en.vtt	6.8 KB
03. Rachel from Kaggle-uVsYYzxbyIg.mp4	27.7 MB
03. Rachel from Kaggle-uVsYYzxbyIg.pt-BR.vtt	6.2 KB
04. Interview Robert [Figure8].html	5.0 KB
04. What'S Ahead Figure 8 Fix-SE4TQnOwmBI.en.vtt	4.5 KB
04. What'S Ahead Figure 8 Fix-SE4TQnOwmBI.mp4	17.9 MB
04. What'S Ahead Figure 8 Fix-SE4TQnOwmBI.pt-BR.vtt	4.3 KB
05. Outro-xj70jX9Moxs.en.vtt	1.3 KB
05. Outro-xj70jX9Moxs.mp4	5.8 MB
05. Outro-xj70jX9Moxs.pt-BR.vtt	1.3 KB
05. Outro.html	4.9 KB
index.html	3.8 KB
/Part 02-Module 01-Lesson 01_Machine Learning Bird's Eye View/
01. Introduction-LcX-s-ujp7U.en.vtt	0.6 KB
01. Introduction-LcX-s-ujp7U.mp4	2.1 MB
01. Introduction-LcX-s-ujp7U.pt-BR.vtt	0.8 KB
01. Introduction.html	5.6 KB
02. History - A Statistician's Perspective.html	5.7 KB
02. History - Statisticians Perspective-zNNouqLGF9E.en.vtt	2.1 KB
02. History - Statisticians Perspective-zNNouqLGF9E.mp4	5.8 MB
02. History - Statisticians Perspective-zNNouqLGF9E.pt-BR.vtt	2.3 KB
03. A Little More History - A Computer Scientist's Perspective-sVT9nX6HTyU.en.vtt	2.5 KB
03. A Little More History - A Computer Scientist's Perspective-sVT9nX6HTyU.mp4	4.0 MB
03. A Little More History - A Computer Scientist's Perspective-sVT9nX6HTyU.pt-BR.vtt	2.9 KB
03. History - A Computer Scientist's Perspective.html	5.9 KB
04. Types Of Machine Learning - Supervised-Jn3xugBvs2U.en.vtt	1.7 KB
04. Types Of Machine Learning - Supervised-Jn3xugBvs2U.mp4	2.9 MB
04. Types Of Machine Learning - Supervised-Jn3xugBvs2U.pt-BR.vtt	2.0 KB
04. Types of Machine Learning - Supervised.html	5.8 KB
05. Types of Machine Learning - Unsupervised Reinforcement-yg4A99NMzAQ.en.vtt	1.3 KB
05. Types of Machine Learning - Unsupervised Reinforcement-yg4A99NMzAQ.mp4	2.0 MB
05. Types of Machine Learning - Unsupervised Reinforcement-yg4A99NMzAQ.pt-BR.vtt	1.6 KB
05. Types of Machine Learning - Unsupervised Reinforcement.html	5.9 KB
06. Deep Learning And Neural Networks-4rKw3ekE5Wk.en.vtt	2.3 KB
06. Deep Learning And Neural Networks-4rKw3ekE5Wk.mp4	6.7 MB
06. Deep Learning And Neural Networks-4rKw3ekE5Wk.pt-BR.vtt	2.5 KB
06. Deep Learning.html	5.7 KB
07. Scikit Learn-kxvmG8ZsOVg.en.vtt	1.0 KB
07. Scikit Learn-kxvmG8ZsOVg.mp4	2.5 MB
07. Scikit Learn-kxvmG8ZsOVg.pt-BR.vtt	1.2 KB
07. Scikit Learn.html	5.6 KB
08. Ethics in ML-fNcTTXR8T08.en.vtt	1.6 KB
08. Ethics in ML-fNcTTXR8T08.mp4	4.6 MB
08. Ethics in ML-fNcTTXR8T08.pt-BR.vtt	2.0 KB
08. Ethics in Machine Learning.html	5.6 KB
09. What's Ahead-2Hxy2Jlu8nk.en.vtt	1.2 KB
09. What's Ahead-2Hxy2Jlu8nk.mp4	4.5 MB
09. What's Ahead-2Hxy2Jlu8nk.pt-BR.vtt	1.3 KB
09. What's Ahead.html	5.6 KB
10. Text Recap.html	9.5 KB
index.html	4.4 KB
/img/
screen-shot-2018-05-29-at-4.06.53-pm.png	1.8 MB
screen-shot-2018-05-29-at-4.19.03-pm.png	1.4 MB
/Part 02-Module 01-Lesson 02_Linear Regression/
01. Intro.html	7.5 KB
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt	1.2 KB
01. Welcome To Linear Regression-zxZkTkM34BY.mp4	4.1 MB
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt	1.2 KB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt	1.4 KB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4	1.6 MB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt	1.5 KB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt	1.3 KB
02. Quiz Housing Prices.html	8.8 KB
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt	0.9 KB
03. Solution Housing Prices-uhdTulw9-Nc.mp4	1.0 MB
03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt	1.0 KB
03. Solution Housing Prices.html	7.5 KB
04. Fitting A Line-gkdoknEEcaI.en.vtt	1.4 KB
04. Fitting A Line-gkdoknEEcaI.mp4	1.2 MB
04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt	1.5 KB
04. Fitting a Line Through Data.html	7.5 KB
05. Moving A Line-8EIHFyL2Log.en.vtt	1.2 KB
05. Moving A Line-8EIHFyL2Log.mp4	1.0 MB
05. Moving A Line-8EIHFyL2Log.pt-BR.vtt	1.1 KB
05. Moving a Line.html	7.5 KB
06. Absolute Trick-DJWjBAqSkZw.en.vtt	6.7 KB
06. Absolute Trick-DJWjBAqSkZw.mp4	5.4 MB
06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt	6.6 KB
06. Absolute Trick.html	7.5 KB
07. Square Trick-AGZEq-yQgRM.en.vtt	4.0 KB
07. Square Trick-AGZEq-yQgRM.mp4	3.4 MB
07. Square Trick-AGZEq-yQgRM.pt-BR.vtt	3.9 KB
07. Square Trick.html	7.5 KB
08. Quiz Absolute and Square Trick.html	9.3 KB
09. Gradient Descent-4s4x9h6AN5Y.en.vtt	5.7 KB
09. Gradient Descent-4s4x9h6AN5Y.mp4	4.5 MB
09. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt	5.4 KB
09. Gradient Descent.html	7.5 KB
10. Mean Absolute Error-vLKiY0Ehors.en.vtt	3.6 KB
10. Mean Absolute Error-vLKiY0Ehors.mp4	2.7 MB
10. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt	3.4 KB
10. Mean Absolute Error.html	7.5 KB
11. Mean Squared Error-MRyxmZDngI4.en.vtt	2.6 KB
11. Mean Squared Error-MRyxmZDngI4.mp4	1.9 MB
11. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt	2.3 KB
11. Mean Squared Error.html	7.5 KB
12. Quiz Mean Absolute Squared Errors.html	7.8 KB
13. Minimizing Error Functions-RbT2TXN_6tY.en.vtt	4.6 KB
13. Minimizing Error Functions-RbT2TXN_6tY.mp4	4.0 MB
13. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt	4.7 KB
13. Minimizing Error Functions.html	9.6 KB
14. Mean vs Total Error.html	8.8 KB
15. Mini-batch Gradient Descent.html	9.2 KB
16. Quiz Mini-Batch Gradient Descent.html	14.5 KB
17. Absolute Error vs Squared Error.html	11.2 KB
17. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt	0.8 KB
17. Absolute Vs Squared Error-csvdjaqt1GM.mp4	676.1 KB
17. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt	0.8 KB
17. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt	1.0 KB
17. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4	709.4 KB
17. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt	1.0 KB
17. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt	1.0 KB
17. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4	894.1 KB
17. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt	1.0 KB
18. Linear Regression in scikit-learn.html	24.7 KB
19. Higher Dimensions--UvpQV1qmiE.en.vtt	3.0 KB
19. Higher Dimensions--UvpQV1qmiE.mp4	2.8 MB
19. Higher Dimensions--UvpQV1qmiE.pt-BR.vtt	2.8 KB
19. Higher Dimensions.html	7.5 KB
20. Multiple Linear Regression.html	17.0 KB
21. Closed Form Solution-G3fRVgLa5gI.en.vtt	3.6 KB
21. Closed Form Solution-G3fRVgLa5gI.mp4	3.0 MB
21. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt	3.5 KB
21. Closed Form Solution.html	7.7 KB
22. (Optional) Closed form Solution Math.html	15.0 KB
23. Linear Regression Warnings.html	9.4 KB
24. Polynomial Regression-DBhWG-PagEQ.en.vtt	1.3 KB
24. Polynomial Regression-DBhWG-PagEQ.mp4	1.0 MB
24. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt	1.2 KB
24. Polynomial Regression.html	7.5 KB
25. Quiz Polynomial Regression.html	17.5 KB
26. Regularization-PyFNIcsNma0.en.vtt	11.1 KB
26. Regularization-PyFNIcsNma0.mp4	9.2 MB
26. Regularization-PyFNIcsNma0.pt-BR.vtt	10.6 KB
26. Regularization.html	7.5 KB
27. Quiz Regularization.html	28.3 KB
28. Feature Scaling.html	34.5 KB
29. Outro.html	8.0 KB
index.html	5.8 KB
/img/
batch-stochastic.png	201.6 KB
codecogseqn-61.gif	2.1 KB
codecogseqn-62.gif	1.3 KB
e.gif	1.2 KB
f1.gif	2.1 KB
f2.gif	1.9 KB
f4.gif	1.2 KB
f6.gif	1.6 KB
gif-1.gif	1.1 KB
house.png	503.3 KB
just-a-2d-reg.png	70.1 KB
just-a-simple-lin-reg.png	26.6 KB
l2-gradient-descent-data.png	8.9 KB
lin-reg-no-outliers.png	29.3 KB
lin-reg-w-outliers.png	28.2 KB
m.gif	3.9 KB
minibatch.png	140.0 KB
quadraticlinearregression.png	24.1 KB
quiz.jpg	178.4 KB
y.gif	1.4 KB
/Part 02-Module 01-Lesson 03_Perceptron Algorithm/
01. Intro.html	5.5 KB
01. Perception Algorithm V2-ebIlG6Pqwas.en.vtt	1.0 KB
01. Perception Algorithm V2-ebIlG6Pqwas.mp4	5.6 MB
01. Perception Algorithm V2-ebIlG6Pqwas.pt-BR.vtt	0.9 KB
01. Perception Algorithm V2-ebIlG6Pqwas.zh-CN.vtt	0.9 KB
02. Classification Problems 1.html	6.7 KB
02. Classsification Example-Dh625piH7Z0.en.vtt	2.8 KB
02. Classsification Example-Dh625piH7Z0.mp4	2.2 MB
02. Classsification Example-Dh625piH7Z0.pt-BR.vtt	2.6 KB
02. Classsification Example-Dh625piH7Z0.zh-CN.vtt	2.4 KB
03. Classification Example-46PywnGa_cQ.en.vtt	1.8 KB
03. Classification Example-46PywnGa_cQ.mp4	1.7 MB
03. Classification Example-46PywnGa_cQ.pt-BR.vtt	1.6 KB
03. Classification Example-46PywnGa_cQ.zh-CN.vtt	1.7 KB
03. Classification Problems 2.html	5.6 KB
04. Linear Boundaries-X-uMlsBi07k.en.vtt	3.9 KB
04. Linear Boundaries-X-uMlsBi07k.mp4	4.0 MB
04. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt	3.8 KB
04. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt	3.4 KB
04. Linear Boundaries.html	6.3 KB
05. 09 Higher Dimensions-eBHunImDmWw.en.vtt	3.0 KB
05. 09 Higher Dimensions-eBHunImDmWw.mp4	2.7 MB
05. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt	2.7 KB
05. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt	2.4 KB
05. Higher Dimensions.html	6.7 KB
06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt	6.0 KB
06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4	5.4 MB
06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt	5.7 KB
06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt	5.1 KB
06. Perceptrons.html	6.7 KB
07. AND And OR Perceptrons-45K5N0P9wJk.en.vtt	3.1 KB
07. AND And OR Perceptrons-45K5N0P9wJk.mp4	2.8 MB
07. AND And OR Perceptrons-45K5N0P9wJk.pt-BR.vtt	3.2 KB
07. AND And OR Perceptrons-45K5N0P9wJk.zh-CN.vtt	2.5 KB
07. Perceptrons as Logical Operators.html	21.5 KB
07. XOR Perceptron-TF83GfjYLdw.en.vtt	1.0 KB
07. XOR Perceptron-TF83GfjYLdw.mp4	969.7 KB
07. XOR Perceptron-TF83GfjYLdw.pt-BR.vtt	1.0 KB
07. XOR Perceptron-TF83GfjYLdw.zh-CN.vtt	1.0 KB
08. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt	4.2 KB
08. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4	3.8 MB
08. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt	4.3 KB
08. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt	3.6 KB
08. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt	0.4 KB
08. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4	266.3 KB
08. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt	0.4 KB
08. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt	0.4 KB
08. Perceptron Algorithm--zhTROHtscQ.en.vtt	2.7 KB
08. Perceptron Algorithm--zhTROHtscQ.mp4	2.0 MB
08. Perceptron Algorithm--zhTROHtscQ.pt-BR.vtt	2.5 KB
08. Perceptron Algorithm--zhTROHtscQ.zh-CN.vtt	2.4 KB
08. Perceptron Trick.html	9.4 KB
09. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt	3.5 KB
09. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4	3.0 MB
09. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt	3.4 KB
09. Perceptron Algorithm.html	18.9 KB
10. Outro.html	5.5 KB
index.html	4.1 KB
/img/
and-quiz.png	272.2 KB
and-to-or.png	620.7 KB
meme.png	214.1 KB
or-quiz.png	403.1 KB
perceptronquiz.png	95.9 KB
points.png	64.7 KB
student-quiz.png	767.0 KB
xor-quiz.png	96.4 KB
xor.png	220.1 KB
/Part 02-Module 01-Lesson 04_Decision Trees/
01. Intro.html	6.8 KB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt	4.5 KB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4	22.7 MB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt	4.4 KB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt	4.4 KB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt	1.7 KB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4	5.0 MB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt	1.7 KB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt	1.6 KB
02. Recommending Apps 1.html	10.0 KB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt	1.6 KB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4	4.4 MB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt	1.5 KB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt	1.4 KB
03. Recommending Apps 2.html	8.0 KB
04. Recommending Apps 3.html	6.8 KB
04. Recommending Apps-nEvW8B1HNq4.en.vtt	2.8 KB
04. Recommending Apps-nEvW8B1HNq4.mp4	6.6 MB
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt	2.6 KB
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt	2.6 KB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt	1.8 KB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4	4.4 MB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt	1.6 KB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt	1.7 KB
05. Quiz Student Admissions.html	8.2 KB
06. Solution Student Admissions.html	7.0 KB
06. Student Admissions-TdgBi6LtOB8.en.vtt	2.6 KB
06. Student Admissions-TdgBi6LtOB8.mp4	5.7 MB
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt	2.4 KB
06. Student Admissions-TdgBi6LtOB8.zh-CN.vtt	2.4 KB
07. Entropy-piLpj1V1HEk.en.vtt	4.9 KB
07. Entropy-piLpj1V1HEk.mp4	13.2 MB
07. Entropy-piLpj1V1HEk.pt-BR.vtt	4.3 KB
07. Entropy-piLpj1V1HEk.zh-CN.vtt	4.4 KB
07. Entropy.html	6.7 KB
08. Entropy Formula 1.html	8.5 KB
08. Entropy Formula-iZiSYrOKvpo.en.vtt	1.8 KB
08. Entropy Formula-iZiSYrOKvpo.mp4	4.5 MB
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt	1.7 KB
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt	1.8 KB
09. Entropy Formula 2.html	8.1 KB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt	5.0 KB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4	12.9 MB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt	4.0 KB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt	4.5 KB
10. Entropy Formula 3.html	7.2 KB
10. Entropy Formula-w73JTBVeyjE.en.vtt	3.0 KB
10. Entropy Formula-w73JTBVeyjE.mp4	8.4 MB
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt	2.7 KB
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt	2.6 KB
11. Quiz Do You Know Your Entropy.html	6.6 KB
12. Multiclass Entropy.html	8.7 KB
13. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt	0.8 KB
13. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4	2.3 MB
13. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt	0.7 KB
13. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt	0.7 KB
13. Quiz Information Gain.html	8.9 KB
14. Information Gain-k9iZL53PAmw.en.vtt	3.4 KB
14. Information Gain-k9iZL53PAmw.mp4	9.7 MB
14. Information Gain-k9iZL53PAmw.pt-BR.vtt	2.9 KB
14. Information Gain-k9iZL53PAmw.zh-CN.vtt	3.0 KB
14. Solution Information Gain.html	7.5 KB
15. Maximizing Information Gain-3FgJOpKfdY8.en.vtt	4.1 KB
15. Maximizing Information Gain-3FgJOpKfdY8.mp4	13.8 MB
15. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt	3.4 KB
15. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt	3.8 KB
15. Maximizing Information Gain.html	6.8 KB
16. Calculating Information Gain on a Dataset.html	8.0 KB
17. Hyperparameters.html	12.5 KB
18. Decision Trees in sklearn.html	21.3 KB
19. Titanic Survival Model with Decision Trees.html	7.2 KB
20. [Solution] Titanic Survival Model.html	7.2 KB
21. Outro.html	6.7 KB
index.html	5.1 KB
/img/
meme.png	214.1 KB
recommending-apps.png	143.9 KB
screen-shot-2018-01-06-at-8.13.20-pm.png	52.0 KB
screen-shot-2018-01-06-at-9.30.27-pm.png	68.0 KB
screen-shot-2018-01-06-at-9.41.01-pm.png	113.4 KB
screen-shot-2018-05-22-at-12.25.34-pm.png	6.2 KB
screen-shot-2018-05-22-at-12.27.22-pm.png	4.3 KB
screen-shot-2018-05-22-at-12.27.55-pm.png	4.4 KB
student-data.png	94.1 KB
table.png	196.7 KB
trees.png	307.2 KB
/Part 02-Module 01-Lesson 05_Naive Bayes/
01. Intro.html	6.1 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt	0.7 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4	3.4 MB
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt	0.7 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt	0.6 KB
02. Guess the Person.html	6.2 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt	3.5 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4	8.9 MB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt	3.3 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt	3.1 KB
03. Known and Inferred.html	6.2 KB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt	1.3 KB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4	2.7 MB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt	1.2 KB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt	1.1 KB
04. Guess the Person Now.html	6.5 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt	7.4 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4	22.1 MB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt	7.4 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt	6.2 KB
05. Bayes Theorem.html	6.2 KB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt	2.7 KB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4	7.6 MB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt	2.8 KB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt	2.3 KB
06. Quiz False Positives.html	7.4 KB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt	2.0 KB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4	5.7 MB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt	2.0 KB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt	1.7 KB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt	6.6 KB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4	15.1 MB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt	6.7 KB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt	5.5 KB
07. Solution False Positives.html	6.2 KB
08. Bayesian Learning 1.html	9.4 KB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt	2.4 KB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4	6.4 MB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt	2.3 KB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt	2.3 KB
09. Bayesian Learning 2.html	6.2 KB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt	1.6 KB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4	1.9 MB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt	1.6 KB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt	1.4 KB
10. Bayesian Learning 3.html	6.5 KB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt	3.3 KB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4	9.8 MB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt	3.1 KB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt	2.8 KB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt	6.6 KB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4	5.4 MB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt	6.4 KB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt	5.7 KB
11. Naive Bayes Algorithm 1.html	7.6 KB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt	1.8 KB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4	1.5 MB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt	1.7 KB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt	1.5 KB
12. Naive Bayes Algorithm 2.html	6.3 KB
13. Quiz Bayes Rule .html	5.9 KB
14. Building a Spam Classifier.html	7.3 KB
15. Spam Classifier - Workspace.html	6.6 KB
16. Outro.html	6.1 KB
index.html	4.6 KB
/img/
meme.png	214.1 KB
spam.png	69.4 KB
spamham.png	138.3 KB
/Part 02-Module 01-Lesson 06_Support Vector Machines/
01. Intro.html	6.3 KB
01. Support Vector Machine V2-LBmM6pZCrI0.en.vtt	0.5 KB
01. Support Vector Machine V2-LBmM6pZCrI0.mp4	2.5 MB
01. Support Vector Machine V2-LBmM6pZCrI0.pt-BR.vtt	0.5 KB
01. Support Vector Machine V2-LBmM6pZCrI0.zh-CN.vtt	0.4 KB
02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.en.vtt	0.7 KB
02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.mp4	1.6 MB
02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.pt-BR.vtt	0.6 KB
02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.zh-CN.vtt	0.6 KB
02. Which line is better.html	7.4 KB
03. Minimizing Distances.html	6.4 KB
03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.en.vtt	1.4 KB
03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.mp4	3.1 MB
03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.pt-BR.vtt	1.1 KB
03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.zh-CN.vtt	1.2 KB
04. Error Function Intuition.html	6.4 KB
04. SVM 03 Error Function V1-l-ahImxoi-U.en.vtt	2.8 KB
04. SVM 03 Error Function V1-l-ahImxoi-U.mp4	6.2 MB
04. SVM 03 Error Function V1-l-ahImxoi-U.pt-BR.vtt	2.4 KB
04. SVM 03 Error Function V1-l-ahImxoi-U.zh-CN.vtt	2.4 KB
05. Perceptron Algorithm.html	6.9 KB
05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.en.vtt	4.8 KB
05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.mp4	13.6 MB
05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.pt-BR.vtt	4.1 KB
05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.zh-CN.vtt	3.9 KB
06. Classification Error.html	6.4 KB
06. SVM 05 Classification Error V1-nWGVAGXwvGE.en.vtt	3.7 KB
06. SVM 05 Classification Error V1-nWGVAGXwvGE.mp4	13.2 MB
06. SVM 05 Classification Error V1-nWGVAGXwvGE.pt-BR.vtt	3.1 KB
06. SVM 05 Classification Error V1-nWGVAGXwvGE.zh-CN.vtt	3.0 KB
07. Margin Error.html	6.3 KB
07. SVM 06 Margin Error V2-dSac8Gfgbok.en.vtt	6.7 KB
07. SVM 06 Margin Error V2-dSac8Gfgbok.mp4	19.7 MB
07. SVM 06 Margin Error V2-dSac8Gfgbok.pt-BR.vtt	5.7 KB
07. SVM 06 Margin Error V2-dSac8Gfgbok.zh-CN.vtt	5.9 KB
08. (Optional) Margin Error Calculation.html	11.3 KB
09. Error Function.html	6.4 KB
09. SVM 07 Error Function V1-A1wbrcSYc1c.en.vtt	0.5 KB
09. SVM 07 Error Function V1-A1wbrcSYc1c.mp4	1.8 MB
09. SVM 07 Error Function V1-A1wbrcSYc1c.pt-BR.vtt	0.5 KB
09. SVM 07 Error Function V1-A1wbrcSYc1c.zh-CN.vtt	0.5 KB
10. SVM 08 The C Parameter V2-6CxPhVo0hRw.en.vtt	2.9 KB
10. SVM 08 The C Parameter V2-6CxPhVo0hRw.mp4	7.4 MB
10. SVM 08 The C Parameter V2-6CxPhVo0hRw.pt-BR.vtt	2.5 KB
10. SVM 08 The C Parameter V2-6CxPhVo0hRw.zh-CN.vtt	2.5 KB
10. The C Parameter.html	6.4 KB
11. Polynomial Kernel 1.html	6.4 KB
11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.en.vtt	3.1 KB
11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.mp4	7.4 MB
11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.pt-BR.vtt	2.7 KB
11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.zh-CN.vtt	2.9 KB
12. Polynomial Kernel 2.html	7.6 KB
12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.en.vtt	4.3 KB
12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.mp4	10.2 MB
12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.pt-BR.vtt	3.4 KB
12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.zh-CN.vtt	3.8 KB
13. Polynomial Kernel 3.html	6.4 KB
13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.en.vtt	10.5 KB
13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.mp4	28.1 MB
13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.pt-BR.vtt	8.4 KB
13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.zh-CN.vtt	8.9 KB
14. RBF Kernel 1.html	6.3 KB
14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.en.vtt	7.6 KB
14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.mp4	19.5 MB
14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.pt-BR.vtt	6.4 KB
14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.zh-CN.vtt	6.6 KB
15. RBF Kernel 2.html	6.3 KB
15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.en.vtt	1.3 KB
15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.mp4	5.3 MB
15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.pt-BR.vtt	1.2 KB
15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.zh-CN.vtt	1.2 KB
16. RBF Kernel 3.html	6.3 KB
16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.en.vtt	3.6 KB
16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.mp4	9.7 MB
16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.pt-BR.vtt	2.8 KB
16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.zh-CN.vtt	3.1 KB
17. SVMs in sklearn.html	20.4 KB
18. Recap Additional Resources.html	10.1 KB
index.html	4.8 KB
/img/
margin-geometry-images.001.jpeg	231.0 KB
margin-geometry-images.002.jpeg	220.6 KB
margin-geometry-images.003.jpeg	259.7 KB
margin-geometry-images.004.jpeg	279.4 KB
margin-geometry-images.005.jpeg	288.1 KB
margin-geometry-images.008.jpeg	378.3 KB
polynomial-kernel-2-quiz.png	81.5 KB
screen-shot-2018-01-06-at-10.44.48-pm.png	292.3 KB
screen-shot-2018-01-06-at-8.13.20-pm.png	52.0 KB
screen-shot-2018-06-02-at-5.34.36-pm.png	404.1 KB
screen-shot-2018-06-02-at-5.52.44-pm.png	804.6 KB
screen-shot-2018-06-02-at-6.07.54-pm.png	476.9 KB
/Part 02-Module 01-Lesson 07_Ensemble Methods/
01. Intro.html	5.7 KB
01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.en.vtt	4.0 KB
01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.mp4	3.5 MB
01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.pt-BR.vtt	4.0 KB
02. Ensembles.html	9.3 KB
03. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt	2.7 KB
03. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4	9.6 MB
03. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt	2.6 KB
03. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt	2.6 KB
03. Random Forests.html	5.9 KB
04. Bagging.html	5.7 KB
04. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt	3.3 KB
04. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4	2.5 MB
04. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt	3.2 KB
05. AdaBoost.html	5.7 KB
05. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt	3.0 KB
05. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4	2.3 MB
05. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt	3.0 KB
06. MLND SL EM 04 Weighting The Data MAIN V1 V2-O-hh_x0iYW8.en.vtt	2.8 KB
06. MLND SL EM 04 Weighting The Data MAIN V1 V2-O-hh_x0iYW8.mp4	2.6 MB
06. MLND SL EM 04 Weighting The Data MAIN V1 V2-O-hh_x0iYW8.pt-BR.vtt	3.0 KB
06. Weighting the Data.html	5.8 KB
07. MLND SL EM 05 Weighting The Models MAIN V1-wn6K536dPLc.en.vtt	1.3 KB
07. MLND SL EM 05 Weighting The Models MAIN V1-wn6K536dPLc.mp4	1.1 MB
07. MLND SL EM 05 Weighting The Models MAIN V1-wn6K536dPLc.pt-BR.vtt	1.2 KB
07. Weighting the Models 1.html	7.2 KB
08. MLND SL EM 06 Weighting The Models MAIN V2-unCJ_ifVquU.en.vtt	3.8 KB
08. MLND SL EM 06 Weighting The Models MAIN V2-unCJ_ifVquU.mp4	3.7 MB
08. MLND SL EM 06 Weighting The Models MAIN V2-unCJ_ifVquU.pt-BR.vtt	4.1 KB
08. Weighting the Models 2.html	8.8 KB
09. MLND SL EM 07 Weighting The Models 3 V1 MAIN V1-fecp5nmetws.en.vtt	3.5 KB
09. MLND SL EM 07 Weighting The Models 3 V1 MAIN V1-fecp5nmetws.mp4	3.0 MB
09. MLND SL EM 07 Weighting The Models 3 V1 MAIN V1-fecp5nmetws.pt-BR.vtt	3.6 KB
09. Weighting the Models 3.html	5.8 KB
10. Combining the Models.html	5.8 KB
10. MLND SL EM 08 Combining The Models V1 MAIN V1-1GxscvKU2Ic.en.vtt	2.6 KB
10. MLND SL EM 08 Combining The Models V1 MAIN V1-1GxscvKU2Ic.mp4	2.8 MB
10. MLND SL EM 08 Combining The Models V1 MAIN V1-1GxscvKU2Ic.pt-BR.vtt	2.5 KB
11. AdaBoost in sklearn.html	7.1 KB
12. More Spam Classifying.html	6.2 KB
13. Recap Additional Resources.html	8.3 KB
index.html	4.3 KB
/img/
anscombes-quartet-3.svg	60.6 KB
decision-tree-sketch.png	762.7 KB
screen-shot-2018-01-03-at-2.20.30-pm.png	662.9 KB
screen-shot-2018-01-03-at-2.23.38-pm.png	192.4 KB
/Part 02-Module 01-Lesson 08_Model Evaluation Metrics/
01. 01 Intro-4C4PuJANIdE.en.vtt	1.0 KB
01. 01 Intro-4C4PuJANIdE.mp4	2.9 MB
01. 01 Intro-4C4PuJANIdE.pt-BR.vtt	0.9 KB
01. 01 Intro-4C4PuJANIdE.zh-CN.vtt	0.9 KB
01. Intro.html	6.3 KB
02. 02 Intro SC V1-mIgABrjJVBY.en.vtt	1.5 KB
02. 02 Intro SC V1-mIgABrjJVBY.mp4	1.1 MB
02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt	1.4 KB
02. Outline.html	6.3 KB
03. Testing your models.html	17.4 KB
03. Testing-gmxGRJSKEb0.en-US.vtt	7.8 KB
03. Testing-gmxGRJSKEb0.mp4	5.9 MB
03. Testing-gmxGRJSKEb0.pt-BR.vtt	7.5 KB
03. Testing-gmxGRJSKEb0.zh-CN.vtt	6.9 KB
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt	5.6 KB
04. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt	5.8 KB
04. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4	5.3 MB
04. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt	4.9 KB
04. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt	5.1 KB
04. Confusion Matrix.html	9.1 KB
05. Confusion Matrix 2.html	6.6 KB
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt	1.1 KB
05. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt	1.1 KB
05. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4	1.2 MB
05. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt	0.9 KB
05. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt	1.0 KB
06. Accuracy-s6SfhPTNOHA.en-US.vtt	2.1 KB
06. Accuracy-s6SfhPTNOHA.en.vtt	1.8 KB
06. Accuracy-s6SfhPTNOHA.mp4	2.5 MB
06. Accuracy-s6SfhPTNOHA.pt-BR.vtt	1.9 KB
06. Accuracy-s6SfhPTNOHA.zh-CN.vtt	1.7 KB
06. Accuracy.html	7.5 KB
07. Accuracy 2-ueYCLfd_aNQ.en-US.vtt	0.7 KB
07. Accuracy 2-ueYCLfd_aNQ.en.vtt	0.7 KB
07. Accuracy 2-ueYCLfd_aNQ.mp4	587.6 KB
07. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt	0.6 KB
07. Accuracy 2-ueYCLfd_aNQ.pt.vtt	0.7 KB
07. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt	0.5 KB
07. Accuracy 2.html	6.6 KB
08. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt	2.9 KB
08. When Accuracy Wont Work-r0-O-gIDXZ0.mp4	2.3 MB
08. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt	2.9 KB
08. When accuracy won't work.html	6.3 KB
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt	3.0 KB
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4	2.3 MB
09. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt	2.7 KB
09. False Negatives and Positives.html	8.7 KB
10. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt	2.9 KB
10. Answer False Negatives And Positives-KOytJL1lvgg.mp4	2.3 MB
10. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt	2.9 KB
10. Precision and Recall.html	6.7 KB
11. 06 Precision SC V1-q2wVorBfefU.en.vtt	2.8 KB
11. 06 Precision SC V1-q2wVorBfefU.mp4	2.4 MB
11. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt	2.7 KB
11. Precision.html	7.9 KB
12. 07 Recall SC V1-0n5wUZiefkQ.en.vtt	3.1 KB
12. 07 Recall SC V1-0n5wUZiefkQ.mp4	2.3 MB
12. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt	2.9 KB
12. Recall.html	8.1 KB
13. 08 F1 Score SC V1-TRzBeL07fSg.en.vtt	8.1 KB
13. 08 F1 Score SC V1-TRzBeL07fSg.mp4	6.3 MB
13. 08 F1 Score SC V1-TRzBeL07fSg.pt-BR.vtt	7.6 KB
13. F1 Score.html	7.4 KB
14. 09 Quiz Fbeta Score SC V1-KSswld4_9bY.en.vtt	4.1 KB
14. 09 Quiz Fbeta Score SC V1-KSswld4_9bY.mp4	2.8 MB
14. 09 Quiz Fbeta Score SC V1-KSswld4_9bY.pt-BR.vtt	3.8 KB
14. F-beta Score.html	11.0 KB
15. ROC Curve-2Iw5TiGzJI4.en.vtt	8.9 KB
15. ROC Curve-2Iw5TiGzJI4.mp4	7.0 MB
15. ROC Curve-2Iw5TiGzJI4.pt-BR.vtt	8.3 KB
15. ROC Curve-2Iw5TiGzJI4.zh-CN.vtt	7.5 KB
15. ROC Curve.html	6.4 KB
16. Sklearn Practice (Classification).html	6.8 KB
17. Regression Metrics.html	6.4 KB
17. Regression-Metrics-906P4BPnl9A.en-US.vtt	4.3 KB
17. Regression-Metrics-906P4BPnl9A.mp4	3.5 MB
17. Regression-Metrics-906P4BPnl9A.pt-BR.vtt	4.0 KB
17. Regression-Metrics-906P4BPnl9A.zh-CN.vtt	3.7 KB
18. Sklearn Practice (Regression).html	6.8 KB
19. Text Recap.html	15.4 KB
20. Outro SC V1-YD1grQje9fw.en.vtt	1.7 KB
20. Outro SC V1-YD1grQje9fw.mp4	1.5 MB
20. Outro SC V1-YD1grQje9fw.pt-BR.vtt	1.8 KB
20. Summary.html	6.3 KB
index.html	4.8 KB
/img/
accuracy-quiz.png	108.4 KB
confusion.png	193.4 KB
email.png	152.1 KB
fbeta.png	345.2 KB
medical.png	191.0 KB
precision-quiz.png	256.8 KB
recall-quiz.png	233.7 KB
screen-shot-2018-05-26-at-4.40.07-pm.png	43.0 KB
screen-shot-2018-05-26-at-4.45.34-pm.png	36.4 KB
screen-shot-2018-05-26-at-4.59.04-pm.png	37.0 KB
screen-shot-2018-05-26-at-7.04.15-pm.png	56.2 KB
screen-shot-2018-05-26-at-7.24.13-pm.png	244.0 KB
screen-shot-2018-05-26-at-7.53.22-pm.png	329.8 KB
screen-shot-2018-05-26-at-7.55.02-pm.png	336.5 KB
screen-shot-2018-05-26-at-7.55.22-pm.png	334.1 KB
/Part 02-Module 01-Lesson 09_Training and Tuning/
01. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt	7.1 KB
01. 04 L Types Of Errors-Twf1qnPZeSY.mp4	6.9 MB
01. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt	6.4 KB
01. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt	6.2 KB
01. Types of Errors.html	6.0 KB
02. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt	3.4 KB
02. Model Complexity Graph-Question-YS5OQCA5cLY.mp4	5.7 MB
02. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt	3.2 KB
02. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt	3.1 KB
02. Model Complexity Graph.html	7.1 KB
03. Cross Validation.html	6.1 KB
03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt	6.3 KB
03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4	9.7 MB
03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt	5.9 KB
03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt	5.4 KB
04. K-Fold Cross Validation.html	5.8 KB
04. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4	1.8 MB
04. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt	2.1 KB
05. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt	8.2 KB
05. Learning Curves SC V1-ZNhnNVKl8NM.mp4	6.3 MB
05. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt	8.3 KB
05. Learning Curves.html	6.1 KB
06. Detecting Overfitting and Underfitting with Learning Curves.html	25.9 KB
07. Solution Detecting Overfitting and Underfitting.html	8.9 KB
08. Grid Search SC V1-zDw-ZGiHW5I.en.vtt	4.2 KB
08. Grid Search SC V1-zDw-ZGiHW5I.mp4	3.6 MB
08. Grid Search SC V1-zDw-ZGiHW5I.pt-BR.vtt	4.3 KB
08. Grid Search.html	6.2 KB
09. Grid Search in sklearn.html	7.6 KB
10. Grid Search Lab.html	6.4 KB
11. [Solution] Grid Search Lab.html	6.4 KB
12. Putting It All Together.html	6.4 KB
13. MLND Outro-sFvMBncQjr8.en.vtt	0.5 KB
13. MLND Outro-sFvMBncQjr8.mp4	2.1 MB
13. MLND Outro-sFvMBncQjr8.pt-BR.vtt	0.5 KB
13. MLND Outro-sFvMBncQjr8.zh-CN.vtt	0.4 KB
13. Outro.html	5.9 KB
index.html	4.5 KB
/img/
circle-data.png	51.1 KB
complexity.png	97.9 KB
learning-curves.png	111.6 KB
models.png	643.0 KB
/Part 02-Module 01-Lesson 10_Finding Donors Project/
01. ML Charity Project-aVodYHcOB8U.en.vtt	1.4 KB
01. ML Charity Project-aVodYHcOB8U.mp4	4.2 MB
01. ML Charity Project-aVodYHcOB8U.pt-BR.vtt	1.4 KB
01. Overview.html	6.4 KB
02. Software Requirements.html	7.0 KB
03. Starting the Project.html	6.5 KB
04. Submitting the project.html	6.9 KB
05. Project Workspace.html	6.0 KB
06. Kaggle Project Final For Classroom-Ssttix340C8.en.vtt	3.5 KB
06. Kaggle Project Final For Classroom-Ssttix340C8.mp4	10.6 MB
06. Kaggle Project Final For Classroom-Ssttix340C8.pt-BR.vtt	3.0 KB
06. [Optional] Kaggle Competition.html	5.6 KB
07. Project 1-PNsxDWtpQTk.en.vtt	5.3 KB
07. Project 1-PNsxDWtpQTk.mp4	6.7 MB
07. Project 1-PNsxDWtpQTk.pt-BR.vtt	5.0 KB
07. [Optional] Kaggle Competition.html	6.7 KB
Project Description - Finding Donors for CharityML.html	7.6 KB
Project Rubric - Finding Donors for CharityML.html	11.4 KB
index.html	4.2 KB
/Part 03-Module 01-Lesson 01_Introduction to Neural Networks/
01. Instructor.html	8.5 KB
02. Introduction-tn-CrUTkCUc.en.vtt	3.4 KB
02. Introduction-tn-CrUTkCUc.mp4	7.9 MB
02. Introduction-tn-CrUTkCUc.pt-BR.vtt	3.2 KB
02. Introduction-tn-CrUTkCUc.zh-CN.vtt	2.9 KB
02. Introduction.html	8.3 KB
03. Classification Problems 1.html	9.5 KB
03. Classsification Example-Dh625piH7Z0.en.vtt	2.8 KB
03. Classsification Example-Dh625piH7Z0.mp4	2.2 MB
03. Classsification Example-Dh625piH7Z0.pt-BR.vtt	2.6 KB
03. Classsification Example-Dh625piH7Z0.zh-CN.vtt	2.4 KB
04. Classification Example-46PywnGa_cQ.en.vtt	1.8 KB
04. Classification Example-46PywnGa_cQ.mp4	1.7 MB
04. Classification Example-46PywnGa_cQ.pt-BR.vtt	1.6 KB
04. Classification Example-46PywnGa_cQ.zh-CN.vtt	1.7 KB
04. Classification Problems 2.html	8.4 KB
05. Linear Boundaries-X-uMlsBi07k.en.vtt	3.9 KB
05. Linear Boundaries-X-uMlsBi07k.mp4	4.0 MB
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt	3.8 KB
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt	3.4 KB
05. Linear Boundaries.html	9.1 KB
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt	3.0 KB
06. 09 Higher Dimensions-eBHunImDmWw.mp4	2.7 MB
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt	2.7 KB
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt	2.4 KB
06. Higher Dimensions.html	9.5 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt	6.0 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4	5.4 MB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt	5.7 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt	5.1 KB
07. Perceptrons.html	9.5 KB
08. Why Neural Networks-zAkzOZntK6Y.en.vtt	1.4 KB
08. Why Neural Networks-zAkzOZntK6Y.mp4	1.0 MB
08. Why Neural Networks-zAkzOZntK6Y.pt-BR.vtt	1.3 KB
08. Why Neural Networks-zAkzOZntK6Y.zh-CN.vtt	1.2 KB
08. Why Neural Networks.html	8.4 KB
09. AND And OR Perceptrons-45K5N0P9wJk.en.vtt	3.1 KB
09. AND And OR Perceptrons-45K5N0P9wJk.mp4	2.8 MB
09. AND And OR Perceptrons-45K5N0P9wJk.pt-BR.vtt	3.2 KB
09. AND And OR Perceptrons-45K5N0P9wJk.zh-CN.vtt	2.5 KB
09. Perceptrons as Logical Operators.html	24.3 KB
09. XOR Perceptron-TF83GfjYLdw.en.vtt	1.0 KB
09. XOR Perceptron-TF83GfjYLdw.mp4	969.7 KB
09. XOR Perceptron-TF83GfjYLdw.pt-BR.vtt	1.0 KB
09. XOR Perceptron-TF83GfjYLdw.zh-CN.vtt	1.0 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt	4.2 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4	3.8 MB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt	4.3 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt	3.6 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt	0.4 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4	266.3 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt	0.4 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt	0.4 KB
10. Perceptron Algorithm--zhTROHtscQ.en.vtt	2.7 KB
10. Perceptron Algorithm--zhTROHtscQ.mp4	2.0 MB
10. Perceptron Algorithm--zhTROHtscQ.pt-BR.vtt	2.5 KB
10. Perceptron Algorithm--zhTROHtscQ.zh-CN.vtt	2.4 KB
10. Perceptron Trick.html	12.2 KB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt	3.5 KB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4	3.0 MB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt	3.4 KB
11. Perceptron Algorithm.html	21.7 KB
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt	1.8 KB
12. Non-Linear Regions-B8UrWnHh1Wc.mp4	1.4 MB
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt	1.5 KB
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt	1.6 KB
12. Non-Linear Regions.html	8.4 KB
13. Error Functions-YfUUunxWIJw.en.vtt	0.8 KB
13. Error Functions-YfUUunxWIJw.mp4	3.7 MB
13. Error Functions-YfUUunxWIJw.pt-BR.vtt	0.8 KB
13. Error Functions-YfUUunxWIJw.zh-CN.vtt	0.7 KB
13. Error Functions.html	8.3 KB
14. Error Functions-jfKShxGAbok.en.vtt	9.7 KB
14. Error Functions-jfKShxGAbok.mp4	7.6 MB
14. Error Functions-jfKShxGAbok.pt-BR.vtt	9.4 KB
14. Error Functions-jfKShxGAbok.zh-CN.vtt	8.6 KB
14. Log-loss Error Function.html	10.0 KB
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt	0.6 KB
15. Discrete vs Continuous-rdP-RPDFkl0.mp4	2.4 MB
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt	0.6 KB
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt	0.5 KB
15. Discrete vs Continuous.html	10.6 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt	5.8 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4	5.6 MB
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt	5.8 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt	4.8 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt	5.5 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4	4.2 MB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt	5.2 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt	4.5 KB
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt	2.7 KB
16. DL 18 S Softmax-n8S-v_LCTms.mp4	2.0 MB
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt	2.6 KB
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt	2.4 KB
16. Quiz - Softmax-NNoezNnAMTY.en.vtt	0.5 KB
16. Quiz - Softmax-NNoezNnAMTY.mp4	1.8 MB
16. Quiz - Softmax-NNoezNnAMTY.pt-BR.vtt	0.5 KB
16. Quiz - Softmax-NNoezNnAMTY.zh-CN.vtt	0.5 KB
16. Softmax.html	14.8 KB
17. One-Hot Encoding-AePvjhyvsBo.en.vtt	2.3 KB
17. One-Hot Encoding-AePvjhyvsBo.mp4	1.7 MB
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt	2.1 KB
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt	2.1 KB
17. One-Hot Encoding.html	8.3 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt	1.7 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4	6.0 MB
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt	1.7 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt	1.5 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt	4.5 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4	4.0 MB
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt	4.6 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt	3.8 KB
18. Maximum Likelihood.html	10.7 KB
19. Maximizing Probabilities.html	10.2 KB
19. Quiz - Cross 1--xxrisIvD0E.en.vtt	0.9 KB
19. Quiz - Cross 1--xxrisIvD0E.mp4	3.2 MB
19. Quiz - Cross 1--xxrisIvD0E.pt-BR.vtt	0.9 KB
19. Quiz - Cross 1--xxrisIvD0E.zh-CN.vtt	0.8 KB
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt	2.4 KB
19. Quiz Cross Entropy-njq6bYrPqSU.mp4	2.0 MB
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt	2.3 KB
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt	2.1 KB
20. Cross Entropy 1-iREoPUrpXvE.en.vtt	4.9 KB
20. Cross Entropy 1-iREoPUrpXvE.mp4	4.4 MB
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt	5.1 KB
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt	4.2 KB
20. Cross-Entropy 1.html	8.6 KB
21. Cross-Entropy 2.html	12.9 KB
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt	8.2 KB
21. CrossEntropy V1-1BnhC6e0TFw.mp4	6.9 MB
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt	8.0 KB
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt	6.8 KB
21. Formula For Cross 1-qvr_ego_d6w.en.vtt	0.6 KB
21. Formula For Cross 1-qvr_ego_d6w.mp4	2.2 MB
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt	0.7 KB
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt	0.5 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt	4.8 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4	4.3 MB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt	4.7 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt	4.1 KB
22. Multi-Class Cross Entropy.html	9.5 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt	1.7 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4	1.6 MB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt	1.5 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt	1.5 KB
23. Error Function-V5kkHldUlVU.en.vtt	5.0 KB
23. Error Function-V5kkHldUlVU.mp4	5.1 MB
23. Error Function-V5kkHldUlVU.pt-BR.vtt	5.3 KB
23. Error Function-V5kkHldUlVU.zh-CN.vtt	4.2 KB
23. Logistic Regression.html	10.0 KB
24. Gradient Descent-rhVIF-nigrY.en.vtt	3.9 KB
24. Gradient Descent-rhVIF-nigrY.mp4	3.9 MB
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt	4.1 KB
24. Gradient Descent.html	16.4 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt	2.6 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4	2.1 MB
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt	2.7 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt	2.3 KB
25. Logistic Regression Algorithm.html	8.4 KB
26. Pre-Lab Gradient Descent.html	10.1 KB
27. Notebook Gradient Descent.html	8.8 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt	4.4 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4	3.4 MB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt	4.3 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt	3.7 KB
28. Perceptron vs Gradient Descent.html	8.7 KB
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt	1.4 KB
29. Continuous Perceptrons-07-JJ-aGEfM.mp4	1.2 MB
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt	1.3 KB
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt	1.2 KB
29. Continuous Perceptrons.html	8.4 KB
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt	0.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.mp4	2.2 MB
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt	0.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt	0.6 KB
30. Non-linear Data.html	8.3 KB
31. Non-Linear Models-HWuBKCZsCo8.en.vtt	1.3 KB
31. Non-Linear Models-HWuBKCZsCo8.mp4	1.2 MB
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt	1.4 KB
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt	1.1 KB
31. Non-Linear Models.html	8.3 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt	3.1 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4	3.0 MB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt	3.4 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt	2.8 KB
32. Combinando modelos-Boy3zHVrWB4.en.vtt	5.4 KB
32. Combinando modelos-Boy3zHVrWB4.mp4	5.0 MB
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt	5.4 KB
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt	4.7 KB
32. Layers-pg99FkXYK0M.en.vtt	3.5 KB
32. Layers-pg99FkXYK0M.mp4	3.3 MB
32. Layers-pg99FkXYK0M.pt-BR.vtt	3.4 KB
32. Layers-pg99FkXYK0M.zh-CN.vtt	3.1 KB
32. Multiclass Classification-uNTtvxwfox0.en.vtt	2.1 KB
32. Multiclass Classification-uNTtvxwfox0.mp4	2.0 MB
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt	2.2 KB
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt	1.9 KB
32. Neural Network Architecture.html	13.0 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt	6.3 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4	5.6 MB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt	6.9 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt	5.5 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt	2.0 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4	1.8 MB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt	2.2 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt	1.7 KB
33. Feedforward.html	9.6 KB
34. Backpropagation V2-1SmY3TZTyUk.en.vtt	7.4 KB
34. Backpropagation V2-1SmY3TZTyUk.mp4	6.8 MB
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt	7.3 KB
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt	6.5 KB
34. Backpropagation.html	12.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt	3.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4	3.5 MB
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt	3.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt	3.0 KB
34. Chain Rule-YAhIBOnbt54.en.vtt	1.7 KB
34. Chain Rule-YAhIBOnbt54.mp4	1.5 MB
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt	1.8 KB
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt	1.5 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt	6.3 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4	6.0 MB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt	6.7 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt	5.2 KB
35. Pre-Lab Analyzing Student Data.html	9.3 KB
36. Notebook Analyzing Student Data.html	8.8 KB
37. Outro.html	8.3 KB
index.html	6.3 KB
/img/
and-quiz.png	272.2 KB
and-to-or.png	620.7 KB
codecogseqn-43.gif	8.2 KB
codecogseqn-49.gif	2.1 KB
codecogseqn-58.gif	0.9 KB
codecogseqn-60-2.png	9.2 KB
meme.png	214.1 KB
or-quiz.png	403.1 KB
perceptronquiz.png	95.9 KB
points.png	64.7 KB
screen-shot-2018-03-19-at-3.49.28-pm.png	482.9 KB
sigmoid-derivative.gif	2.1 KB
student-quiz.png	767.0 KB
xor-quiz.png	96.4 KB
xor.png	220.1 KB
/Part 03-Module 01-Lesson 02_Implementing Gradient Descent/
01. Mean Squared Error Function.html	6.0 KB
02. Gradient Descent-29PmNG7fuuM.en.vtt	1.6 KB
02. Gradient Descent-29PmNG7fuuM.mp4	2.6 MB
02. Gradient Descent-29PmNG7fuuM.pt-BR.vtt	1.6 KB
02. Gradient Descent-29PmNG7fuuM.zh-CN.vtt	1.4 KB
02. Gradient Descent.html	12.7 KB
03. Gradient Descent The Math.html	5.9 KB
03. Gradient Descent-Math-7sxA5Ap8AWM.en.vtt	11.1 KB
03. Gradient Descent-Math-7sxA5Ap8AWM.mp4	11.8 MB
03. Gradient Descent-Math-7sxA5Ap8AWM.pt-BR.vtt	11.1 KB
03. Gradient Descent-Math-7sxA5Ap8AWM.zh-CN.vtt	9.7 KB
04. Gradient Descent The Code.html	10.8 KB
05. Implementing Gradient Descent.html	40.7 KB
06. Multilayer Perceptrons.html	24.4 KB
06. Multilayer perceptrons-Rs9petvTBLk.en-US.vtt	1.7 KB
06. Multilayer perceptrons-Rs9petvTBLk.mp4	3.0 MB
06. Multilayer perceptrons-Rs9petvTBLk.pt-BR.vtt	1.7 KB
06. Multilayer perceptrons-Rs9petvTBLk.zh-CN.vtt	1.4 KB
07. Backpropagation-MZL97-2joxQ.en-US.vtt	2.5 KB
07. Backpropagation-MZL97-2joxQ.mp4	3.6 MB
07. Backpropagation-MZL97-2joxQ.pt-BR.vtt	2.5 KB
07. Backpropagation-MZL97-2joxQ.zh-CN.vtt	2.2 KB
07. Backpropagation.html	24.0 KB
08. Implementing Backpropagation.html	36.4 KB
09. Further Reading.html	5.7 KB
index.html	4.2 KB
/img/
admissions-data.png	121.2 KB
backprop-error.gif	3.0 KB
backprop-general.gif	2.3 KB
backprop-network.png	13.4 KB
backprop-weight-update.gif	1.7 KB
codecogseqn-2.png	2.3 KB
derivative-example.png	56.4 KB
example-data.png	94.3 KB
gradient-descent.png	73.7 KB
hidden-errors.gif	2.9 KB
hidden-layer-weights.gif	1.8 KB
input-times-weights.png	53.1 KB
inputs-matrix.png	5.7 KB
local-minima.png	39.0 KB
mat-headshot.png	184.3 KB
matrix-mult-3.png	80.9 KB
mse.png	3.3 KB
multilayer-diagram-weights.png	49.7 KB
network-with-labeled-nodes.png	53.2 KB
network-with-labeled-weights.png	60.9 KB
weight-label-reference.gif	2.9 KB
/Part 03-Module 01-Lesson 03_Training Neural Networks/
01. Instructor.html	6.1 KB
02. Training Optimization-UiGKhx9pUYc.en.vtt	0.8 KB
02. Training Optimization-UiGKhx9pUYc.mp4	3.1 MB
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt	0.9 KB
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt	0.8 KB
02. Training Optimization.html	6.2 KB
03. Testing-EeBZpb-PSac.en.vtt	2.5 KB
03. Testing-EeBZpb-PSac.mp4	2.1 MB
03. Testing-EeBZpb-PSac.pt-BR.vtt	2.4 KB
03. Testing-EeBZpb-PSac.zh-CN.vtt	2.0 KB
03. Testing.html	6.1 KB
04. Overfitting and Underfitting.html	6.2 KB
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt	7.7 KB
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4	6.7 MB
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt	8.3 KB
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt	6.7 KB
05. Early Stopping.html	6.1 KB
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt	5.4 KB
05. Model Complexity Graph-NnS0FJyVcDQ.mp4	5.1 MB
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt	5.7 KB
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt	4.8 KB
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt	1.2 KB
06. DL 53 Q Regularization-KxROxcRsHL8.mp4	1.1 MB
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt	1.2 KB
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt	1.0 KB
06. Regularization.html	7.2 KB
07. Regularization 2.html	6.1 KB
07. Regularization-ndYnUrx8xvs.en.vtt	8.3 KB
07. Regularization-ndYnUrx8xvs.mp4	7.9 MB
07. Regularization-ndYnUrx8xvs.pt-BR.vtt	9.0 KB
07. Regularization-ndYnUrx8xvs.zh-CN.vtt	7.1 KB
08. Dropout-Ty6K6YiGdBs.en.vtt	4.8 KB
08. Dropout-Ty6K6YiGdBs.mp4	4.4 MB
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt	4.8 KB
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt	4.2 KB
08. Dropout.html	6.1 KB
09. Local Minima-gF_sW_nY-xw.en.vtt	1.2 KB
09. Local Minima-gF_sW_nY-xw.mp4	839.5 KB
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt	1.1 KB
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt	1.0 KB
09. Local Minima.html	6.1 KB
10. Random Restart-idyBBCzXiqg.en.vtt	0.5 KB
10. Random Restart-idyBBCzXiqg.mp4	404.5 KB
10. Random Restart-idyBBCzXiqg.pt-BR.vtt	0.5 KB
10. Random Restart-idyBBCzXiqg.zh-CN.vtt	0.4 KB
10. Random Restart.html	6.1 KB
11. Vanishing Gradient-W_JJm_5syFw.en.vtt	1.5 KB
11. Vanishing Gradient-W_JJm_5syFw.mp4	1.4 MB
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt	1.6 KB
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt	1.3 KB
11. Vanishing Gradient.html	6.1 KB
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt	2.7 KB
12. Other Activation Functions-kA-1vUt6cvQ.mp4	2.4 MB
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt	2.6 KB
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt	2.4 KB
12. Other Activation Functions.html	6.5 KB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt	4.8 KB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4	4.1 MB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt	4.7 KB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt	4.2 KB
13. Batch vs Stochastic Gradient Descent.html	6.3 KB
14. Learning Rate Decay.html	6.1 KB
14. Learning Rate-TwJ8aSZoh2U.en.vtt	1.1 KB
14. Learning Rate-TwJ8aSZoh2U.mp4	949.3 KB
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt	1.3 KB
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt	1.0 KB
15. Momentum-r-rYz_PEWC8.en.vtt	2.6 KB
15. Momentum-r-rYz_PEWC8.mp4	2.2 MB
15. Momentum-r-rYz_PEWC8.pt-BR.vtt	2.8 KB
15. Momentum-r-rYz_PEWC8.zh-CN.vtt	2.3 KB
15. Momentum.html	6.1 KB
16. Error Functions Around the World-34AAcTECu2A.en.vtt	1.2 KB
16. Error Functions Around the World-34AAcTECu2A.mp4	1.8 MB
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt	1.1 KB
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt	1.1 KB
16. Error Functions Around the World.html	6.2 KB
index.html	4.6 KB
/img/
regularization-quiz.png	90.0 KB
screen-shot-2018-03-19-at-3.49.28-pm.png	482.9 KB
/Part 03-Module 01-Lesson 04_Keras/
01. Intro.html	6.0 KB
02. Keras.html	19.6 KB
03. Pre-Lab Student Admissions in Keras.html	11.6 KB
04. Lab Student Admissions in Keras.html	5.8 KB
05. Optimizers in Keras.html	6.2 KB
06. Keras Lab-a50un22BsLI.en.vtt	0.6 KB
06. Keras Lab-a50un22BsLI.mp4	2.3 MB
06. Keras Lab-a50un22BsLI.pt-BR.vtt	0.6 KB
06. Keras Lab-a50un22BsLI.zh-CN.vtt	0.5 KB
06. Mini Project Intro.html	5.3 KB
07. Pre-Lab IMDB Data in Keras.html	9.6 KB
08. Lab IMDB Data in Keras.html	5.8 KB
index.html	4.0 KB
/img/
all-ranks.png	315.9 KB
data.png	50.7 KB
meme.png	214.1 KB
student-acceptance.png	21.0 KB
summary.png	96.0 KB
/Part 03-Module 01-Lesson 05_Deep Learning with PyTorch/
01. Instructor.html	5.8 KB
02. Introducing PyTorch.html	7.4 KB
03. Part 1 V2-n4mbZYIfKb4.en.vtt	10.7 KB
03. Part 1 V2-n4mbZYIfKb4.mp4	14.5 MB
03. Part 1 V2-n4mbZYIfKb4.pt-BR.vtt	9.6 KB
03. Part 1 V2-n4mbZYIfKb4.zh-CN.vtt	8.8 KB
03. PyTorch Tensors.html	6.6 KB
04. Defining Networks.html	6.6 KB
04. Py Part 2 V1-u50_ZyKqt8g.en.vtt	23.4 KB
04. Py Part 2 V1-u50_ZyKqt8g.mp4	36.3 MB
04. Py Part 2 V1-u50_ZyKqt8g.pt-BR.vtt	22.6 KB
04. Py Part 2 V1-u50_ZyKqt8g.zh-CN.vtt	19.0 KB
05. Py Part 3 V2-u8hDj5aJK6I.en.vtt	18.1 KB
05. Py Part 3 V2-u8hDj5aJK6I.mp4	29.7 MB
05. Py Part 3 V2-u8hDj5aJK6I.pt-BR.vtt	17.1 KB
05. Py Part 3 V2-u8hDj5aJK6I.zh-CN.vtt	14.9 KB
05. Training Networks.html	6.6 KB
06. Fashion-MNIST Exercise.html	6.7 KB
06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt	2.3 KB
06. PyTorch - Part 4-AEJV_RKZ7VU.mp4	3.5 MB
06. PyTorch - Part 4-AEJV_RKZ7VU.pt-BR.vtt	2.2 KB
06. PyTorch - Part 4-AEJV_RKZ7VU.zh-CN.vtt	2.0 KB
07. Inference Validation.html	6.7 KB
07. Py Part 5 V2-coBbbrGZXI0.en.vtt	17.8 KB
07. Py Part 5 V2-coBbbrGZXI0.mp4	28.4 MB
07. Py Part 5 V2-coBbbrGZXI0.pt-BR.vtt	18.0 KB
07. Py Part 5 V2-coBbbrGZXI0.zh-CN.vtt	14.2 KB
08. Py Part 6 V1-HiTih59dCWQ.en.vtt	8.0 KB
08. Py Part 6 V1-HiTih59dCWQ.mp4	16.7 MB
08. Py Part 6 V1-HiTih59dCWQ.pt-BR.vtt	8.1 KB
08. Saving and Loading Trained Networks.html	6.6 KB
09. Loading Data Sets with Torchvision.html	6.7 KB
09. PyTorch - Part 7-hFu7GTfRWks.en.vtt	10.9 KB
09. PyTorch - Part 7-hFu7GTfRWks.mp4	15.3 MB
09. PyTorch - Part 7-hFu7GTfRWks.pt-BR.vtt	11.1 KB
09. PyTorch - Part 7-hFu7GTfRWks.zh-CN.vtt	8.8 KB
10. Py Part 8 V1-3eqn5sgCOsY.en.vtt	13.1 KB
10. Py Part 8 V1-3eqn5sgCOsY.mp4	26.1 MB
10. Py Part 8 V1-3eqn5sgCOsY.pt-BR.vtt	13.8 KB
10. Py Part 8 V1-3eqn5sgCOsY.zh-CN.vtt	10.9 KB
10. Transfer Learning.html	6.6 KB
11. Transfer Learning Solution.html	6.1 KB
index.html	4.3 KB
/img/
screen-shot-2018-03-19-at-2.49.57-pm.png	453.1 KB
/Part 03-Module 01-Lesson 06_Image Classifier Project/
01. PROJECT INTRO MAIN V2---9IFCNBM6Y.en.vtt	1.3 KB
01. PROJECT INTRO MAIN V2---9IFCNBM6Y.mp4	3.0 MB
01. PROJECT INTRO MAIN V2---9IFCNBM6Y.pt-BR.vtt	1.5 KB
01. PROJECT INTRO MAIN V2---9IFCNBM6Y.zh-CN.vtt	1.2 KB
01. Project Intro.html	5.7 KB
02. Introduction to GPU Workspaces.html	16.3 KB
03. Image Classifier - Part 1 - Development.html	6.5 KB
04. Image Classifier - Part 1 - Workspace.html	6.2 KB
05. Image Classifier - Part 2 - Command Line App.html	8.1 KB
06. Image Classifier - Part 2 - Workspace.html	6.2 KB
07. Rubric.html	9.9 KB
Project Description - Create Your Own Image Classifier.html	5.8 KB
Project Rubric - Create Your Own Image Classifier.html	12.5 KB
index.html	4.4 KB
/img/
jupyter-logo.png	5.9 KB
workspaces-gpu.png	149.0 KB
workspaces-jupyter.png	85.5 KB
workspaces-menu.png	96.2 KB
workspaces-new.png	87.3 KB
workspaces-notebook.png	146.3 KB
workspaces-submit.png	149.7 KB
workspaces-terminal.png	48.0 KB
/Part 04-Module 01-Lesson 01_Clustering/
01. Introduction-k7YOVTkFRJM.en.vtt	1.2 KB
01. Introduction-k7YOVTkFRJM.mp4	4.5 MB
01. Introduction-k7YOVTkFRJM.pt-BR.vtt	1.2 KB
01. Video Introduction.html	6.8 KB
02. Text Course Outline.html	9.3 KB
03. Two Types of Unsupervised Learning-aHK_rpaS_ts.en.vtt	1.8 KB
03. Two Types of Unsupervised Learning-aHK_rpaS_ts.mp4	2.3 MB
03. Two Types of Unsupervised Learning-aHK_rpaS_ts.pt-BR.vtt	1.8 KB
03. Video Two Types of Unsupervised Learning.html	7.4 KB
04. 04 KMeans Use Cases 1 1 V2-25paySwVdAA.en.vtt	1.5 KB
04. 04 KMeans Use Cases 1 1 V2-25paySwVdAA.mp4	3.4 MB
04. 04 KMeans Use Cases 1 1 V2-25paySwVdAA.pt-BR.vtt	1.6 KB
04. Video K-Means Use Cases.html	7.4 KB
05. KMeans-B9jdQFpPEk0.en.vtt	1.7 KB
05. KMeans-B9jdQFpPEk0.mp4	1.8 MB
05. KMeans-B9jdQFpPEk0.pt-BR.vtt	1.9 KB
05. Video K-Means.html	7.4 KB
06. Quiz Identifying Clusters.html	7.4 KB
07. 07 Changing K 1 V3-Bd3M-xUlqEI.en.vtt	1.9 KB
07. 07 Changing K 1 V3-Bd3M-xUlqEI.mp4	2.2 MB
07. 07 Changing K 1 V3-Bd3M-xUlqEI.pt-BR.vtt	2.0 KB
07. Video Changing K.html	7.6 KB
08. Elbow Method For Finding K-e7fqXpo63n8.en.vtt	2.8 KB
08. Elbow Method For Finding K-e7fqXpo63n8.mp4	4.5 MB
08. Elbow Method For Finding K-e7fqXpo63n8.pt-BR.vtt	2.7 KB
08. Video Elbow Method.html	7.8 KB
09. 10 KMeans In Scikit Learn V1-jkEgQLOcCGo.en.vtt	7.3 KB
09. 10 KMeans In Scikit Learn V1-jkEgQLOcCGo.mp4	9.4 MB
09. 10 KMeans In Scikit Learn V1-jkEgQLOcCGo.pt-BR.vtt	5.9 KB
09. Screencast K-Means in Scikit Learn.html	6.9 KB
10. Notebook Your Turn.html	7.4 KB
11. 12 KMeans In Scikit Learn Solution V1-IIVsWFq2DXk.en.vtt	5.9 KB
11. 12 KMeans In Scikit Learn Solution V1-IIVsWFq2DXk.mp4	10.3 MB
11. 12 KMeans In Scikit Learn Solution V1-IIVsWFq2DXk.pt-BR.vtt	5.9 KB
11. Screencast Solution.html	7.9 KB
12. How Does K-Means Work-pL-pMCDgJuw.en.vtt	2.3 KB
12. How Does K-Means Work-pL-pMCDgJuw.mp4	3.7 MB
12. How Does K-Means Work-pL-pMCDgJuw.pt-BR.vtt	2.4 KB
12. Video How Does K-Means Work.html	8.0 KB
13. 14 How Does KMeans Work V1-y7yZyyHgyYU.en.vtt	3.6 KB
13. 14 How Does KMeans Work V1-y7yZyyHgyYU.mp4	4.6 MB
13. 14 How Does KMeans Work V1-y7yZyyHgyYU.pt-BR.vtt	3.7 KB
13. Screencast + Text How Does K-Means Work.html	7.6 KB
14. How Does K-Means Work.html	10.6 KB
15. Is That The Optimal Solution-g5aPtCpBNmw.en.vtt	2.3 KB
15. Is That The Optimal Solution-g5aPtCpBNmw.mp4	4.5 MB
15. Is That The Optimal Solution-g5aPtCpBNmw.pt-BR.vtt	2.5 KB
15. Video Is that the Optimal Solution.html	7.5 KB
16. Feature Scaling-rpTVp7C8AXo.en.vtt	1.3 KB
16. Feature Scaling-rpTVp7C8AXo.mp4	4.4 MB
16. Feature Scaling-rpTVp7C8AXo.pt-BR.vtt	1.5 KB
16. Video Feature Scaling.html	7.9 KB
17. Feature Scaling Example--Axyt0bPCT0.en.vtt	1.6 KB
17. Feature Scaling Example--Axyt0bPCT0.mp4	2.1 MB
17. Feature Scaling Example--Axyt0bPCT0.pt-BR.vtt	1.8 KB
17. Video Feature Scaling Example.html	7.8 KB
18. Notebook Feature Scaling Example.html	7.4 KB
19. Notebook Feature Scaling.html	7.4 KB
20. 19 Feature Scaling Solution V1-xddMZP2SQ1U.en.vtt	5.4 KB
20. 19 Feature Scaling Solution V1-xddMZP2SQ1U.mp4	8.2 MB
20. 19 Feature Scaling Solution V1-xddMZP2SQ1U.pt-BR.vtt	5.1 KB
20. Screencast Solution.html	7.9 KB
21. Outro-AeDSl4KSVIE.en.vtt	0.4 KB
21. Outro-AeDSl4KSVIE.mp4	1.5 MB
21. Outro-AeDSl4KSVIE.pt-BR.vtt	0.4 KB
21. Video Outro.html	6.8 KB
22. Text Recap.html	8.4 KB
index.html	5.3 KB
/Part 04-Module 01-Lesson 02_Hierarchical and Density Based Clustering/
01. K-means considerations.html	6.6 KB
01. MLND - Unsupervised Learning - L2 01 V2-NHb8w_M8nDY.en.vtt	5.1 KB
01. MLND - Unsupervised Learning - L2 01 V2-NHb8w_M8nDY.mp4	16.2 MB
01. MLND - Unsupervised Learning - L2 01 V2-NHb8w_M8nDY.pt-BR.vtt	4.7 KB
01. MLND - Unsupervised Learning - L2 01 V2-NHb8w_M8nDY.zh-CN.vtt	4.8 KB
02. MLND - Unsupervised Learning - L2 02 V1-Ed6RKuBzKWA.en.vtt	1.2 KB
02. MLND - Unsupervised Learning - L2 02 V1-Ed6RKuBzKWA.mp4	3.2 MB
02. MLND - Unsupervised Learning - L2 02 V1-Ed6RKuBzKWA.pt-BR.vtt	1.2 KB
02. MLND - Unsupervised Learning - L2 02 V1-Ed6RKuBzKWA.zh-CN.vtt	1.0 KB
02. Overview of other clustering methods.html	6.6 KB
03. Hierarchical clustering single-link.html	6.6 KB
03. MLND - Unsupervised Learning - L2 03 V2-pd9Ix3WMP_Q.en.vtt	6.3 KB
03. MLND - Unsupervised Learning - L2 03 V2-pd9Ix3WMP_Q.mp4	19.0 MB
03. MLND - Unsupervised Learning - L2 03 V2-pd9Ix3WMP_Q.pt-BR.vtt	5.6 KB
03. MLND - Unsupervised Learning - L2 03 V2-pd9Ix3WMP_Q.zh-CN.vtt	5.5 KB
04. Examining single-link clustering.html	6.8 KB
04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.en.vtt	6.3 KB
04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.mp4	24.5 MB
04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.pt-BR.vtt	5.5 KB
04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.zh-CN.vtt	5.8 KB
05. Complete-link, average-link, Ward.html	6.8 KB
05. MLND - Unsupervised Learning - L2 05 CompleteLink AverageLink Ward MAIN V1 V2-dWGQVcZ95d0.en.vtt	8.1 KB
05. MLND - Unsupervised Learning - L2 05 CompleteLink AverageLink Ward MAIN V1 V2-dWGQVcZ95d0.mp4	23.6 MB
05. MLND - Unsupervised Learning - L2 05 CompleteLink AverageLink Ward MAIN V1 V2-dWGQVcZ95d0.pt-BR.vtt	7.8 KB
05. MLND - Unsupervised Learning - L2 05 CompleteLink AverageLink Ward MAIN V1 V2-dWGQVcZ95d0.zh-CN.vtt	7.3 KB
06. Hierarchical clustering implementation.html	6.8 KB
06. MLND - Unsupervised Learning - L2 06 Hierarchical Clustering Implementation MAIN V1 V1-tRqKsk5M9Mc.en.vtt	1.8 KB
06. MLND - Unsupervised Learning - L2 06 Hierarchical Clustering Implementation MAIN V1 V1-tRqKsk5M9Mc.mp4	7.8 MB
06. MLND - Unsupervised Learning - L2 06 Hierarchical Clustering Implementation MAIN V1 V1-tRqKsk5M9Mc.pt-BR.vtt	1.7 KB
06. MLND - Unsupervised Learning - L2 06 Hierarchical Clustering Implementation MAIN V1 V1-tRqKsk5M9Mc.zh-CN.vtt	1.7 KB
07. [Lab] Hierarchical clustering .html	6.9 KB
08. [Lab Solution] Hierarchical Clustering.html	6.9 KB
09. HC examples and applications.html	7.3 KB
09. MLND - Unsupervised Learning - L2 07 HC Examples Applications MAIN V1 V2-HTahFoQwk2g.en.vtt	2.0 KB
09. MLND - Unsupervised Learning - L2 07 HC Examples Applications MAIN V1 V2-HTahFoQwk2g.mp4	9.6 MB
09. MLND - Unsupervised Learning - L2 07 HC Examples Applications MAIN V1 V2-HTahFoQwk2g.pt-BR.vtt	2.0 KB
09. MLND - Unsupervised Learning - L2 07 HC Examples Applications MAIN V1 V2-HTahFoQwk2g.zh-CN.vtt	1.7 KB
10. [Quiz] Hierarchical clustering.html	8.1 KB
11. DBSCAN.html	7.0 KB
11. MLND - Unsupervised Learning - L2 08 DBSCAN MAIN V1 V2--dqyFkfnctI.en.vtt	6.7 KB
11. MLND - Unsupervised Learning - L2 08 DBSCAN MAIN V1 V2--dqyFkfnctI.mp4	20.9 MB
11. MLND - Unsupervised Learning - L2 08 DBSCAN MAIN V1 V2--dqyFkfnctI.pt-BR.vtt	5.9 KB
11. MLND - Unsupervised Learning - L2 08 DBSCAN MAIN V1 V2--dqyFkfnctI.zh-CN.vtt	6.3 KB
12. DBSCAN implementation.html	6.7 KB
12. MLND - Unsupervised Learning - L2 09 DBSCAN Implementation MAIN V1 V1-qEMUzQFylg8.en.vtt	0.8 KB
12. MLND - Unsupervised Learning - L2 09 DBSCAN Implementation MAIN V1 V1-qEMUzQFylg8.mp4	3.8 MB
12. MLND - Unsupervised Learning - L2 09 DBSCAN Implementation MAIN V1 V1-qEMUzQFylg8.pt-BR.vtt	0.8 KB
12. MLND - Unsupervised Learning - L2 09 DBSCAN Implementation MAIN V1 V1-qEMUzQFylg8.zh-CN.vtt	0.8 KB
13. [Lab] DBSCAN.html	6.8 KB
14. [Lab Solution] DBSCAN.html	6.8 KB
15. DBSCAN examples applications.html	7.2 KB
15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples Applications MAIN V1 V2-GhyFsjQ4FkA.en.vtt	4.6 KB
15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples Applications MAIN V1 V2-GhyFsjQ4FkA.mp4	18.6 MB
15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples Applications MAIN V1 V2-GhyFsjQ4FkA.pt-BR.vtt	4.5 KB
15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples Applications MAIN V1 V2-GhyFsjQ4FkA.zh-CN.vtt	4.1 KB
16. [Quiz] DBSCAN.html	8.0 KB
index.html	4.9 KB
/Part 04-Module 01-Lesson 03_Gaussian Mixture Models and Cluster Validation/
01. Intro.html	7.4 KB
01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.en.vtt	2.3 KB
01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.mp4	8.8 MB
01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.pt-BR.vtt	2.5 KB
01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.zh-CN.vtt	2.1 KB
02. Gaussian Mixture Model (GMM) Clustering.html	7.5 KB
02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.en.vtt	1.2 KB
02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.mp4	4.5 MB
02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.pt-BR.vtt	1.3 KB
02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.zh-CN.vtt	1.0 KB
03. Gaussian Distribution in One Dimension.html	7.5 KB
03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.en.vtt	2.5 KB
03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.mp4	8.8 MB
03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.pt-BR.vtt	2.4 KB
03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.zh-CN.vtt	2.1 KB
04. GMM Clustering in One Dimension.html	7.5 KB
04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.en.vtt	3.1 KB
04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.mp4	10.8 MB
04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.pt-BR.vtt	3.4 KB
04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.zh-CN.vtt	2.9 KB
05. Gaussian Distribution in 2D.html	7.5 KB
05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.en.vtt	2.0 KB
05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.mp4	7.3 MB
05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.pt-BR.vtt	2.1 KB
05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.zh-CN.vtt	1.7 KB
06. GMM in 2D.html	7.4 KB
06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.en.vtt	1.5 KB
06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.mp4	6.3 MB
06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.pt-BR.vtt	1.6 KB
06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.zh-CN.vtt	1.2 KB
07. Quiz Gaussian Mixtures.html	10.3 KB
08. Overview of The Expectation Maximization (EM) Algorithm.html	7.7 KB
09. Expectation Maximization Part 1.html	7.5 KB
09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.en.vtt	8.0 KB
09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.mp4	34.2 MB
09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.pt-BR.vtt	8.1 KB
09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.zh-CN.vtt	6.9 KB
10. Expectation Maximization Part 2.html	7.5 KB
10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.en.vtt	7.2 KB
10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.mp4	27.6 MB
10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.pt-BR.vtt	7.1 KB
10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.zh-CN.vtt	6.1 KB
11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.en.vtt	3.3 KB
11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.mp4	20.7 MB
11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.pt-BR.vtt	3.0 KB
11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.zh-CN.vtt	2.9 KB
11. Visual Example of EM Progress.html	7.5 KB
12. Quiz Expectation Maximization.html	7.4 KB
13. GMM Implementation.html	7.4 KB
13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.en.vtt	0.6 KB
13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.mp4	3.1 MB
13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.pt-BR.vtt	0.7 KB
13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.zh-CN.vtt	0.6 KB
14. GMM Examples Applications.html	8.4 KB
14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.en.vtt	6.7 KB
14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.mp4	33.2 MB
14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.pt-BR.vtt	6.6 KB
14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.zh-CN.vtt	5.8 KB
15. Cluster Analysis Process.html	7.5 KB
15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.en.vtt	4.4 KB
15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.mp4	12.3 MB
15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.pt-BR.vtt	4.5 KB
15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.zh-CN.vtt	3.8 KB
16. Cluster Validation.html	7.4 KB
16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.en.vtt	2.2 KB
16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.mp4	6.1 MB
16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.pt-BR.vtt	2.3 KB
16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.zh-CN.vtt	1.8 KB
17. External Validation Indices.html	7.7 KB
17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.en.vtt	6.4 KB
17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.mp4	24.3 MB
17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.pt-BR.vtt	6.0 KB
17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.zh-CN.vtt	5.5 KB
18. Quiz Adjusted Rand Index.html	7.9 KB
19. Internal Validation Indices.html	7.8 KB
19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.en.vtt	10.5 KB
19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.mp4	42.7 MB
19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.pt-BR.vtt	9.9 KB
19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.zh-CN.vtt	9.3 KB
20. Quiz Silhouette Coefficient .html	7.4 KB
21. GMM Cluster Validation Lab.html	7.6 KB
22. GMM Cluster Validation Lab Solution.html	7.6 KB
index.html	5.5 KB
/img/
external-indices-quiz.png	98.8 KB
gmm-1d-quiz.png	27.4 KB
gmm-2d-quiz.png	80.3 KB
gmm-quiz.png	82.6 KB
/Part 04-Module 01-Lesson 04_PCA/
01. Introduction-tpFPcxoGxaE.en.vtt	1.9 KB
01. Introduction-tpFPcxoGxaE.mp4	4.9 MB
01. Introduction-tpFPcxoGxaE.pt-BR.vtt	1.8 KB
01. Video Introduction.html	7.1 KB
02. Lesson Topics-LBzA08F_r4w.en.vtt	1.3 KB
02. Lesson Topics-LBzA08F_r4w.mp4	4.0 MB
02. Lesson Topics-LBzA08F_r4w.pt-BR.vtt	1.4 KB
02. Video Lesson Topics.html	7.4 KB
03. Text Lesson Topics.html	8.2 KB
04. Latent Features-kYLcVgpEwGs.en.vtt	0.9 KB
04. Latent Features-kYLcVgpEwGs.mp4	1.8 MB
04. Latent Features-kYLcVgpEwGs.pt-BR.vtt	1.4 KB
04. Video Latent Features.html	7.8 KB
05. Latent Features.html	11.9 KB
06. How to Reduce Features-ydhrelgjriI.en.vtt	1.9 KB
06. How to Reduce Features-ydhrelgjriI.mp4	2.4 MB
06. How to Reduce Features-ydhrelgjriI.pt-BR.vtt	1.9 KB
06. Video How to Reduce Features.html	7.2 KB
07. Dimensionality Reduction-mANti9veGtc.en.vtt	2.4 KB
07. Dimensionality Reduction-mANti9veGtc.mp4	3.1 MB
07. Dimensionality Reduction-mANti9veGtc.pt-BR.vtt	2.5 KB
07. Video Dimensionality Reduction.html	7.7 KB
08. PCA Properties-1oaaq-0wdB0.en.vtt	3.1 KB
08. PCA Properties-1oaaq-0wdB0.mp4	5.5 MB
08. PCA Properties-1oaaq-0wdB0.pt-BR.vtt	3.2 KB
08. Video PCA Properties.html	8.1 KB
09. Quiz How Does PCA Work.html	10.0 KB
10. 09 PCA V1-0RLDZWeq5JE.en.vtt	9.7 KB
10. 09 PCA V1-0RLDZWeq5JE.mp4	13.4 MB
10. 09 PCA V1-0RLDZWeq5JE.pt-BR.vtt	9.4 KB
10. Screencast PCA.html	7.7 KB
11. Notebook PCA - Your Turn.html	7.3 KB
12. 11 PCA 1 Solution V1-u0rJRmubQ44.en.vtt	10.9 KB
12. 11 PCA 1 Solution V1-u0rJRmubQ44.mp4	21.2 MB
12. 11 PCA 1 Solution V1-u0rJRmubQ44.pt-BR.vtt	10.4 KB
12. Screencast PCA Solution.html	7.8 KB
13. 12 Interpret PCA Results V1-ZX6EACfsZbc.en.vtt	4.8 KB
13. 12 Interpret PCA Results V1-ZX6EACfsZbc.mp4	5.3 MB
13. 12 Interpret PCA Results V1-ZX6EACfsZbc.pt-BR.vtt	4.7 KB
13. Screencast Interpret PCA Results.html	7.8 KB
14. Notebook Interpretation.html	7.3 KB
15. 14 Interpretation Solution V1-wU2duZa0ds0.en.vtt	6.6 KB
15. 14 Interpretation Solution V1-wU2duZa0ds0.mp4	9.6 MB
15. 14 Interpretation Solution V1-wU2duZa0ds0.pt-BR.vtt	6.5 KB
15. Screencast Interpretation Solution.html	7.8 KB
16. Text What Are EigenValues EigenVectors.html	8.3 KB
17. Video When to Use PCA.html	7.7 KB
17. When to Use PCA-arSP83-CM6w.en.vtt	1.3 KB
17. When to Use PCA-arSP83-CM6w.mp4	3.4 MB
17. When to Use PCA-arSP83-CM6w.pt-BR.vtt	1.5 KB
18. 17 PCA Recap V1-Egz3-noHCmg.en.vtt	1.4 KB
18. 17 PCA Recap V1-Egz3-noHCmg.mp4	4.1 MB
18. 17 PCA Recap V1-Egz3-noHCmg.pt-BR.vtt	1.5 KB
18. Video Recap.html	6.8 KB
19. Notebook Mini-Project.html	7.3 KB
20. Mini-Project Solution.html	7.3 KB
21. Outro-CuIqzL8HjI8.en.vtt	0.8 KB
21. Outro-CuIqzL8HjI8.mp4	2.7 MB
21. Outro-CuIqzL8HjI8.pt-BR.vtt	0.9 KB
21. Video Outro.html	6.7 KB
22. Text Recap.html	8.7 KB
index.html	5.2 KB
/Part 04-Module 01-Lesson 05_Random Projection and ICA/
01. L6 1 Random Projection MAIN V1 V1 V1-Iat1a8mzI-Y.en.vtt	9.2 KB
01. L6 1 Random Projection MAIN V1 V1 V1-Iat1a8mzI-Y.mp4	9.6 MB
01. L6 1 Random Projection MAIN V1 V1 V1-Iat1a8mzI-Y.pt-BR.vtt	9.5 KB
01. Random Projection.html	6.8 KB
02. Random Projection.html	7.1 KB
03. L6 2 Random Projection Impl MAINv1 V1 V1-5DhvurLgRII.en.vtt	1.2 KB
03. L6 2 Random Projection Impl MAINv1 V1 V1-5DhvurLgRII.mp4	1.2 MB
03. L6 2 Random Projection Impl MAINv1 V1 V1-5DhvurLgRII.pt-BR.vtt	1.3 KB
03. Random Projection in sklearn.html	5.6 KB
04. Independent Component Analysis (ICA).html	6.3 KB
04. L6 3 ICA V1 V1-ae94x-1JDzg.en.vtt	4.0 KB
04. L6 3 ICA V1 V1-ae94x-1JDzg.mp4	6.3 MB
04. L6 3 ICA V1 V1-ae94x-1JDzg.pt-BR.vtt	3.9 KB
05. FastICA Algorithm.html	5.8 KB
05. L6 4 ICA Algorithm V2 V1-xlhd5UWk_-E.en.vtt	7.1 KB
05. L6 4 ICA Algorithm V2 V1-xlhd5UWk_-E.mp4	8.3 MB
05. L6 4 ICA Algorithm V2 V1-xlhd5UWk_-E.pt-BR.vtt	7.3 KB
06. ICA.html	7.0 KB
07. ICA in sklearn.html	5.6 KB
07. L6 5 ICA Implementation V1 V1-fZGxYfJmKaE.en.vtt	0.9 KB
07. L6 5 ICA Implementation V1 V1-fZGxYfJmKaE.mp4	1.1 MB
07. L6 5 ICA Implementation V1 V1-fZGxYfJmKaE.pt-BR.vtt	1.0 KB
08. [Lab] Independent Component Analysis.html	6.1 KB
09. [Solution] Independent Component Analysis.html	6.1 KB
10. ICA Applications.html	6.7 KB
10. L6 6 ICA Applications MAIN V1 V1 V1-th12mTv1B7g.en.vtt	4.3 KB
10. L6 6 ICA Applications MAIN V1 V1 V1-th12mTv1B7g.mp4	10.4 MB
10. L6 6 ICA Applications MAIN V1 V1 V1-th12mTv1B7g.pt-BR.vtt	4.2 KB
index.html	4.2 KB
/img/
eeg-ica.png	175.0 KB
/Part 04-Module 01-Lesson 06_Project Identify Customer Segments/
01. Creating Customer Segmentation Arvato Project-VCChvqoK6Go.en.vtt	3.6 KB
01. Creating Customer Segmentation Arvato Project-VCChvqoK6Go.mp4	17.2 MB
01. Creating Customer Segmentation Arvato Project-VCChvqoK6Go.pt-BR.vtt	3.6 KB
01. Project Introduction.html	7.1 KB
02. Project Overview.html	8.2 KB
03. Project Details.html	11.0 KB
04. Arvato Terms and Conditions.html	7.7 KB
05. Project Workspace.html	5.8 KB
Project Description - Identify Customer Segments with Arvato.html	7.4 KB
Project Rubric - Identify Customer Segments with Arvato.html	10.9 KB
index.html	4.1 KB
/Part 05-Module 01-Lesson 01_Congratulations!/
01. Congrats!-P3MfbMs-D98.en.vtt	3.0 KB
01. Congrats!-P3MfbMs-D98.mp4	13.9 MB
01. Congrats!-P3MfbMs-D98.pt-BR.vtt	3.2 KB
01. Congrats!.html	4.9 KB
02. Intro to Term 2.html	5.1 KB
03. Next Steps-kXMCKZ4HqsM.en.vtt	3.4 KB
03. Next Steps-kXMCKZ4HqsM.mp4	13.6 MB
03. Next Steps-kXMCKZ4HqsM.pt-BR.vtt	3.6 KB
03. What's Next.html	4.9 KB
04. Arvato Final Project-qBR6A0IQXEE.en.vtt	5.5 KB
04. Arvato Final Project-qBR6A0IQXEE.mp4	26.6 MB
04. Arvato Final Project-qBR6A0IQXEE.pt-BR.vtt	5.9 KB
04. Build A Recommendation Engine IBM-A0rVwTbntf4.en.vtt	3.7 KB
04. Build A Recommendation Engine IBM-A0rVwTbntf4.mp4	14.2 MB
04. Build A Recommendation Engine IBM-A0rVwTbntf4.pt-BR.vtt	3.5 KB
04. Figure 8 Project-QbLVh5GTuJQ.en.vtt	4.4 KB
04. Figure 8 Project-QbLVh5GTuJQ.mp4	14.3 MB
04. Figure 8 Project-QbLVh5GTuJQ.pt-BR.vtt	4.5 KB
04. Introduction to Blogging for Data Science-WrvGpRN5XQI.en.vtt	4.0 KB
04. Introduction to Blogging for Data Science-WrvGpRN5XQI.mp4	26.5 MB
04. Introduction to Blogging for Data Science-WrvGpRN5XQI.pt-BR.vtt	4.1 KB
04. Term 2 Projects.html	7.9 KB
05. Next Steps On How to Register.html	5.1 KB
index.html	3.7 KB
/img/
screen-shot-2018-07-05-at-7.30.12-pm.png	14.3 KB
/Part 06-Module 01-Lesson 01_Why Python Programming/
01. Instructor.html	5.1 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt	1.0 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt	0.8 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4	5.5 MB
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt	1.0 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt	0.7 KB
02. Welcome to the Course!.html	5.8 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt	1.7 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt	1.2 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4	4.2 MB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt	1.4 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt	1.1 KB
03. Programming in Python.html	5.6 KB
04. Course Overview.html	6.4 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt	3.5 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt	2.5 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4	8.8 MB
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt	2.9 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt	2.2 KB
index.html	3.7 KB
/img/
screen-shot-2018-03-19-at-2.30.59-pm.png	519.6 KB
/Part 06-Module 01-Lesson 02_Data Types and Operators/
01. Introduction-4F7SC0C6tfQ.ar.vtt	3.1 KB
01. Introduction-4F7SC0C6tfQ.en.vtt	2.4 KB
01. Introduction-4F7SC0C6tfQ.mp4	13.9 MB
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt	2.8 KB
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt	2.2 KB
01. Introduction.html	9.6 KB
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt	4.8 KB
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt	3.5 KB
02. Arithmetic Operators-M8TIOK2P2yw.mp4	11.6 MB
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt	3.8 KB
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt	3.0 KB
02. Arithmetic Operators.html	10.2 KB
03. Quiz Arithmetic Operators.html	12.5 KB
04. Solution Arithmetic Operators.html	9.3 KB
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt	2.5 KB
05. Assignment Operators-p_qfzL-x3Cs.en.vtt	1.8 KB
05. Assignment Operators-p_qfzL-x3Cs.mp4	10.6 MB
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt	2.1 KB
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt	1.6 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt	3.4 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt	2.5 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4	17.6 MB
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt	2.9 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt	2.2 KB
05. Variables and Assignment Operators.html	14.6 KB
05. Variables-7pxpUot4x0w.ar.vtt	2.9 KB
05. Variables-7pxpUot4x0w.en.vtt	2.1 KB
05. Variables-7pxpUot4x0w.mp4	16.1 MB
05. Variables-7pxpUot4x0w.pt-BR.vtt	2.5 KB
05. Variables-7pxpUot4x0w.zh-CN.vtt	1.8 KB
06. Quiz Variables and Assignment Operators.html	14.0 KB
07. Solution Variables and Assignment Operators.html	11.0 KB
08. Integers and Floats.html	12.6 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt	6.8 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt	4.9 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4	16.2 MB
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt	5.1 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt	4.4 KB
08. Whitespace-UxkIwcOczQQ.ar.vtt	4.1 KB
08. Whitespace-UxkIwcOczQQ.en.vtt	3.1 KB
08. Whitespace-UxkIwcOczQQ.mp4	22.0 MB
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt	3.3 KB
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt	2.7 KB
09. Quiz Integers and Floats.html	12.1 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt	4.2 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt	2.9 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4	22.7 MB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt	3.4 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt	2.5 KB
10. Booleans, Comparison Operators, and Logical Operators.html	11.4 KB
11. Quiz Booleans, Comparison Operators, and Logical Operators.html	11.3 KB
12. Solution Booleans, Comparison and Logical Operators.html	9.3 KB
13. Strings-ySZDrs-nNqg.ar.vtt	7.4 KB
13. Strings-ySZDrs-nNqg.en.vtt	5.3 KB
13. Strings-ySZDrs-nNqg.mp4	18.1 MB
13. Strings-ySZDrs-nNqg.pt-BR.vtt	5.7 KB
13. Strings-ySZDrs-nNqg.zh-CN.vtt	4.9 KB
13. Strings.html	12.2 KB
14. Quiz Strings.html	15.6 KB
15. Solution Strings.html	9.6 KB
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt	4.5 KB
16. Type Type Conversion-yN6Fam_vZrU.en.vtt	3.3 KB
16. Type Type Conversion-yN6Fam_vZrU.mp4	9.9 MB
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt	3.8 KB
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt	3.0 KB
16. Type and Type Conversion.html	10.3 KB
17. Quiz Type and Type Conversion.html	15.7 KB
18. Solution Type and Type Conversion.html	9.0 KB
19. String Methods-Bv7CAxVOONs.ar.vtt	4.7 KB
19. String Methods-Bv7CAxVOONs.en.vtt	3.5 KB
19. String Methods-Bv7CAxVOONs.mp4	24.9 MB
19. String Methods-Bv7CAxVOONs.pt-BR.vtt	3.7 KB
19. String Methods-Bv7CAxVOONs.zh-CN.vtt	3.1 KB
19. String Methods.html	13.1 KB
20. String Methods.html	12.6 KB
21. Another String Method - Split.html	10.7 KB
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4	5.1 MB
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt	2.4 KB
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4	6.4 MB
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt	3.0 KB
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4	5.9 MB
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt	4.4 KB
22. Lists and Membership Operators.html	15.6 KB
23. Quiz Lists and Membership Operators.html	14.3 KB
24. Solution List and Membership Operators.html	10.4 KB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt	2.2 KB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4	5.5 MB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt	2.3 KB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt	1.9 KB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt	4.7 KB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4	14.0 MB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt	4.6 KB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt	3.9 KB
25. List Methods.html	13.0 KB
26. Quiz List Methods.html	14.1 KB
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt	2.4 KB
27. L2 04 Tuples V3-33xN-AbTMoc.mp4	4.2 MB
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt	2.8 KB
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt	2.1 KB
27. Tuples.html	10.8 KB
28. Quiz Tuples.html	13.6 KB
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt	2.3 KB
29. L2 03 Sets V2-eIHNFgTFfnA.mp4	6.2 MB
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt	2.7 KB
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt	2.2 KB
29. Sets.html	10.5 KB
30. Quiz Sets.html	11.9 KB
31. Dictionaries and Identity Operators.html	11.7 KB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt	3.5 KB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4	11.2 MB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt	3.9 KB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt	2.8 KB
32. Quiz Dictionaries and Identity Operators.html	16.0 KB
33. Solution Dictionaries and Identity Operators.html	9.3 KB
34. Quiz More With Dictionaries.html	13.6 KB
35. Compound Data Structures.html	10.7 KB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt	1.3 KB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4	4.4 MB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt	1.6 KB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt	1.1 KB
36. Quiz Compound Data Structures.html	15.1 KB
37. Solution Compound Data Structions.html	9.2 KB
38. Conclusion-LLEZadlXM8A.ar.vtt	0.5 KB
38. Conclusion-LLEZadlXM8A.en.vtt	0.4 KB
38. Conclusion-LLEZadlXM8A.mp4	2.7 MB
38. Conclusion-LLEZadlXM8A.pt-BR.vtt	0.4 KB
38. Conclusion-LLEZadlXM8A.zh-CN.vtt	0.4 KB
38. Conclusion.html	9.1 KB
39. Summary.html	14.7 KB
index.html	7.0 KB
/img/
screen-shot-2018-01-30-at-4.39.42-pm.png	97.8 KB
screen-shot-2018-01-30-at-5.14.39-pm.png	225.6 KB
screen-shot-2018-02-01-at-12.10.40-am.png	48.7 KB
screen-shot-2018-02-10-at-8.59.39-pm.png	322.0 KB
screen-shot-2018-02-10-at-9.00.30-pm.png	303.0 KB
screen-shot-2018-05-11-at-11.03.34-am.png	154.6 KB
/Part 06-Module 01-Lesson 03_Control Flow/
01. Introduction-eUrvACMMJ5w.ar.vtt	1.4 KB
01. Introduction-eUrvACMMJ5w.en.vtt	0.9 KB
01. Introduction-eUrvACMMJ5w.mp4	6.2 MB
01. Introduction-eUrvACMMJ5w.pt-BR.vtt	1.1 KB
01. Introduction-eUrvACMMJ5w.zh-CN.vtt	0.9 KB
01. Introduction.html	9.0 KB
02. Conditional Statements.html	16.6 KB
02. If Elif and Else-KZubH5XT0eU.ar.vtt	4.2 KB
02. If Elif and Else-KZubH5XT0eU.en.vtt	2.9 KB
02. If Elif and Else-KZubH5XT0eU.mp4	19.2 MB
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt	3.3 KB
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt	2.6 KB
02. If Statements-jWiIUMrwPqA.ar.vtt	4.1 KB
02. If Statements-jWiIUMrwPqA.en.vtt	2.8 KB
02. If Statements-jWiIUMrwPqA.mp4	17.8 MB
02. If Statements-jWiIUMrwPqA.pt-BR.vtt	3.2 KB
02. If Statements-jWiIUMrwPqA.zh-CN.vtt	2.4 KB
02. Indentation-G8qUNOTHtrM.ar.vtt	1.6 KB
02. Indentation-G8qUNOTHtrM.en.vtt	1.1 KB
02. Indentation-G8qUNOTHtrM.mp4	8.0 MB
02. Indentation-G8qUNOTHtrM.pt-BR.vtt	1.3 KB
02. Indentation-G8qUNOTHtrM.zh-CN.vtt	1.0 KB
03. Practice Conditional Statements.html	10.1 KB
04. Solution Conditional Statements.html	10.0 KB
05. Quiz Conditional Statements.html	12.1 KB
06. Solution Conditional Statements.html	9.5 KB
07. Boolean Expressions for Conditions.html	15.3 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt	3.2 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt	2.4 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4	15.8 MB
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt	2.5 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt	2.2 KB
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt	4.2 KB
07. Good And Bad Examples-95oLh3WtdhY.en.vtt	3.0 KB
07. Good And Bad Examples-95oLh3WtdhY.mp4	20.9 MB
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt	3.4 KB
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt	2.6 KB
07. Truth Value Testing-e52uw7ejV8k.ar.vtt	2.7 KB
07. Truth Value Testing-e52uw7ejV8k.en.vtt	1.8 KB
07. Truth Value Testing-e52uw7ejV8k.mp4	13.4 MB
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt	2.1 KB
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt	1.6 KB
08. Quiz Boolean Expressions for Conditions.html	16.8 KB
09. Solution Boolean Expressions for Conditions.html	11.2 KB
10. For Loops-UtX0PXSUCdY.ar.vtt	10.0 KB
10. For Loops-UtX0PXSUCdY.en.vtt	6.9 KB
10. For Loops-UtX0PXSUCdY.mp4	19.3 MB
10. For Loops-UtX0PXSUCdY.pt-BR.vtt	7.5 KB
10. For Loops-UtX0PXSUCdY.zh-CN.vtt	6.3 KB
10. For Loops.html	14.3 KB
11. Practice For Loops.html	10.5 KB
12. Solution For Loops Practice.html	8.9 KB
13. Quiz For Loops.html	16.3 KB
14. Solution For Loops Quiz.html	10.3 KB
15. Quiz Match Inputs To Outputs.html	12.9 KB
16. Building Dictionaries.html	13.6 KB
17. Iterating Through Dictionaries with For Loops.html	11.3 KB
18. Quiz Iterating Through Dictionaries.html	13.9 KB
19. Solution Iterating Through Dictionaries.html	9.3 KB
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt	3.1 KB
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4	11.4 MB
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt	3.5 KB
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt	2.9 KB
20. While Loops.html	10.5 KB
21. Practice While Loops.html	11.1 KB
22. Solution While Loops Practice.html	9.1 KB
23. Quiz While Loops.html	12.9 KB
24. Solution While Loops Quiz.html	9.9 KB
25. Break and Continue-F6qJAv9ts9Y.ar.vtt	6.0 KB
25. Break and Continue-F6qJAv9ts9Y.en.vtt	4.0 KB
25. Break and Continue-F6qJAv9ts9Y.mp4	13.9 MB
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt	4.5 KB
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt	3.7 KB
25. Break, Continue.html	11.8 KB
26. Quiz Break, Continue.html	9.8 KB
27. Solution Break, Continue.html	8.8 KB
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt	3.7 KB
28. Zip and Enumerate-bSJPzVArE7M.en.vtt	2.6 KB
28. Zip and Enumerate-bSJPzVArE7M.mp4	16.5 MB
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt	2.7 KB
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt	2.4 KB
28. Zip and Enumerate.html	10.7 KB
29. Quiz Zip and Enumerate.html	14.2 KB
30. Solution Zip and Enumerate.html	11.0 KB
31. List Comprehensions-6qxo-NV9v_s.ar.vtt	4.2 KB
31. List Comprehensions-6qxo-NV9v_s.en.vtt	3.0 KB
31. List Comprehensions-6qxo-NV9v_s.mp4	18.2 MB
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt	3.6 KB
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt	3.0 KB
31. List Comprehensions.html	10.5 KB
32. Quiz List Comprehensions.html	11.4 KB
33. Solution List Comprehensions.html	9.5 KB
34. Conclusion.html	8.4 KB
34. Congrats!-vDoqpwCHxs4.ar.vtt	0.7 KB
34. Congrats!-vDoqpwCHxs4.en.vtt	0.5 KB
34. Congrats!-vDoqpwCHxs4.mp4	3.3 MB
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt	0.6 KB
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt	0.4 KB
index.html	6.4 KB
/Part 06-Module 01-Lesson 04_Functions/
01. Introduction-p5L4rTV1Pgk.ar.vtt	1.8 KB
01. Introduction-p5L4rTV1Pgk.en.vtt	1.4 KB
01. Introduction-p5L4rTV1Pgk.mp4	9.3 MB
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt	1.5 KB
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt	1.3 KB
01. Introduction.html	7.2 KB
02. Default Arguments-cG6UfBZX2KI.ar.vtt	2.8 KB
02. Default Arguments-cG6UfBZX2KI.en.vtt	2.1 KB
02. Default Arguments-cG6UfBZX2KI.mp4	5.9 MB
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt	2.5 KB
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt	1.9 KB
02. Defining Functions-IP_tJYhynbc.ar.vtt	6.8 KB
02. Defining Functions-IP_tJYhynbc.en.vtt	5.5 KB
02. Defining Functions-IP_tJYhynbc.mp4	16.2 MB
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt	6.1 KB
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt	4.9 KB
02. Defining Functions.html	14.8 KB
03. Quiz Defining Functions.html	9.4 KB
04. Solution Defining Functions.html	7.9 KB
05. Variable Scope-rYubQlAM-gw.ar.vtt	1.6 KB
05. Variable Scope-rYubQlAM-gw.en.vtt	1.3 KB
05. Variable Scope-rYubQlAM-gw.mp4	9.5 MB
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt	1.6 KB
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt	1.1 KB
05. Variable Scope.html	9.6 KB
06. Variable Scope.html	7.2 KB
07. Solution Variable Scope.html	7.4 KB
08. Documentation-_Vl9NJkA6JQ.ar.vtt	3.5 KB
08. Documentation-_Vl9NJkA6JQ.en.vtt	2.8 KB
08. Documentation-_Vl9NJkA6JQ.mp4	16.7 MB
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt	3.1 KB
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt	2.4 KB
08. Documentation.html	8.8 KB
09. Quiz Documentation.html	7.5 KB
10. Solution Documentation.html	7.3 KB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt	2.2 KB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4	8.4 MB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt	2.7 KB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt	2.0 KB
11. Lambda Expressions.html	8.3 KB
12. Quiz Lambda Expressions.html	9.4 KB
13. Solution Lambda Expressions.html	7.1 KB
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt	3.5 KB
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt	2.7 KB
14. Iterators And Generators-tYH8X4Zeh-0.mp4	19.9 MB
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt	3.0 KB
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt	2.5 KB
14. [Optional] Iterators and Generators.html	9.1 KB
15. [Optional] Quiz Iterators and Generators.html	9.5 KB
16. [Optional] Solution Iterators and Generators.html	7.7 KB
17. [Optional] Generator Expressions.html	6.7 KB
18. Conclusion-QRnLr7pwHyk.ar.vtt	1.0 KB
18. Conclusion-QRnLr7pwHyk.en.vtt	0.8 KB
18. Conclusion-QRnLr7pwHyk.mp4	4.7 MB
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt	0.7 KB
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt	0.7 KB
18. Conclusion.html	7.3 KB
19. Further Learning.html	6.7 KB
index.html	5.0 KB
/Part 06-Module 01-Lesson 05_Scripting/
01. Introduction.html	8.4 KB
01. Scripting-Qxe_gCiXUDg.ar.vtt	0.9 KB
01. Scripting-Qxe_gCiXUDg.en.vtt	0.6 KB
01. Scripting-Qxe_gCiXUDg.mp4	4.4 MB
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt	0.8 KB
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt	0.6 KB
02. Python Installation-2_P05aYChqQ.ar.vtt	2.3 KB
02. Python Installation-2_P05aYChqQ.en.vtt	1.8 KB
02. Python Installation-2_P05aYChqQ.mp4	7.0 MB
02. Python Installation-2_P05aYChqQ.pt-BR.vtt	2.2 KB
02. Python Installation-2_P05aYChqQ.zh-CN.vtt	1.7 KB
02. Python Installation.html	11.0 KB
03. Install Python Using Anaconda.html	9.9 KB
04. [For Windows] Configuring Git Bash to Run Python.html	14.5 KB
05. Running A Python Script-vMKemwCderg.ar.vtt	3.1 KB
05. Running A Python Script-vMKemwCderg.en.vtt	2.3 KB
05. Running A Python Script-vMKemwCderg.mp4	2.7 MB
05. Running A Python Script-vMKemwCderg.pt-BR.vtt	2.6 KB
05. Running A Python Script-vMKemwCderg.zh-CN.vtt	2.2 KB
05. Running a Python Script.html	9.5 KB
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt	6.3 KB
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt	4.2 KB
06. Programming Environment Setup-EKxDnCK0NAk.mp4	7.8 MB
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt	5.0 KB
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt	4.0 KB
06. Programming Environment Setup.html	9.8 KB
07. Editing a Python Script.html	8.5 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt	4.0 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt	2.8 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4	5.5 MB
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt	3.4 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt	2.5 KB
08. Scripting with Raw Input.html	9.4 KB
09. Quiz Scripting with Raw Input.html	10.0 KB
10. Solution Scripting with Raw Input.html	8.2 KB
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt	3.8 KB
11. Errors And Exceptions-DmthSiy2d0U.en.vtt	2.8 KB
11. Errors And Exceptions-DmthSiy2d0U.mp4	3.5 MB
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt	3.1 KB
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt	2.7 KB
11. Errors and Exceptions.html	8.7 KB
12. Errors and Exceptions.html	11.9 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt	3.0 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt	2.1 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4	3.3 MB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt	2.4 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt	2.0 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt	4.4 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt	3.0 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4	4.4 MB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt	3.5 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt	2.9 KB
13. Handling Errors.html	11.3 KB
14. Practice Handling Input Errors.html	10.0 KB
15. Solution Handling Input Errors.html	8.0 KB
16. Accessing Error Messages.html	8.5 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt	6.5 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt	5.0 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4	6.2 MB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt	5.6 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt	4.7 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt	2.5 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt	1.8 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4	2.0 MB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt	2.0 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt	1.6 KB
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt	3.4 KB
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt	2.5 KB
17. Reading And Writing Files-w-ZG6DMkVi4.mp4	11.3 MB
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt	2.9 KB
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt	2.3 KB
17. Reading and Writing Files.html	12.9 KB
18. Quiz Reading and Writing Files.html	16.8 KB
19. Solution Reading and Writing Files.html	8.8 KB
20. Importing Files-qjeSn6zZbR0.ar.vtt	8.9 KB
20. Importing Files-qjeSn6zZbR0.en.vtt	6.6 KB
20. Importing Files-qjeSn6zZbR0.mp4	12.0 MB
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt	7.5 KB
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt	6.3 KB
20. Importing Local Scripts.html	11.4 KB
21. The Standard Library-Fw3vf0tDrJM.ar.vtt	4.6 KB
21. The Standard Library-Fw3vf0tDrJM.en.vtt	3.1 KB
21. The Standard Library-Fw3vf0tDrJM.mp4	11.1 MB
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt	3.5 KB
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt	2.8 KB
21. The Standard Library.html	8.3 KB
22. Quiz The Standard Library.html	16.6 KB
23. Solution The Standard Library.html	8.0 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt	2.9 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt	2.1 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4	5.2 MB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt	2.2 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt	1.8 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt	6.3 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt	4.4 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4	5.6 MB
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt	5.0 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt	4.0 KB
24. Techniques for Importing Modules.html	11.0 KB
25. Quiz Techniques for Importing Modules.html	10.5 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt	4.5 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt	3.6 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4	7.7 MB
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt	3.8 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt	3.2 KB
26. Third-Party Libraries.html	13.0 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt	5.2 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt	3.9 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4	5.9 MB
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt	4.3 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt	3.4 KB
27. Experimenting with an Interpreter.html	10.7 KB
28. Online Resources.html	14.0 KB
29. Conclusion-rEMrswkLvh8.ar.vtt	0.7 KB
29. Conclusion-rEMrswkLvh8.en.vtt	0.5 KB
29. Conclusion-rEMrswkLvh8.mp4	3.0 MB
29. Conclusion-rEMrswkLvh8.pt-BR.vtt	0.5 KB
29. Conclusion-rEMrswkLvh8.zh-CN.vtt	0.5 KB
29. Conclusion.html	7.9 KB
index.html	6.0 KB
/img/
generate-messages-output.png	318.0 KB
step1-cd.png	15.0 KB
step2-pwd.png	16.8 KB
step3-path.png	21.3 KB
step4-alias.png	18.3 KB
step5-source.png	15.6 KB
step6-testrun.png	44.5 KB
/Part 06-Module 01-Lesson 06_NumPy/
01. Instructors.html	7.0 KB
02. Introduction to NumPy.html	8.7 KB
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt	4.2 KB
03. NumPy 0 V1-vyjMs8KFHlE.mp4	4.6 MB
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt	4.8 KB
03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt	3.8 KB
03. Why Use NumPy.html	8.3 KB
04. Creating and Saving NumPy ndarrays.html	18.2 KB
04. NumPy 1 V1-EOHW29kDg7w.en.vtt	7.2 KB
04. NumPy 1 V1-EOHW29kDg7w.mp4	7.9 MB
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt	8.3 KB
04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt	6.5 KB
05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt	12.0 KB
05. NumPy 2 V1-KR3hHf9Zxxg.mp4	14.9 MB
05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt	13.7 KB
05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt	11.0 KB
05. Using Built-in Functions to Create ndarrays.html	28.7 KB
06. Create an ndarray.html	7.3 KB
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html	17.1 KB
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt	7.1 KB
07. NumPy 3 V1-Rt4aydeo9F8.mp4	8.9 MB
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt	7.4 KB
07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt	6.5 KB
08. NumPy 4 V1-jeU7lLgyMms.en.vtt	8.2 KB
08. NumPy 4 V1-jeU7lLgyMms.mp4	10.3 MB
08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt	8.6 KB
08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt	7.4 KB
08. Slicing ndarrays.html	16.4 KB
09. Boolean Indexing, Set Operations, and Sorting.html	13.3 KB
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt	4.3 KB
09. NumPy 5 V1-vGjI-WTnEbY.mp4	5.3 MB
09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt	4.5 KB
09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt	4.0 KB
10. Manipulating ndarrays.html	7.2 KB
11. Arithmetic operations and Broadcasting.html	17.5 KB
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt	5.7 KB
11. NumPy 6 V1-wtLRuGK0kW4.mp4	6.9 MB
11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt	6.0 KB
11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt	5.0 KB
12. Creating ndarrays with Broadcasting.html	7.1 KB
13. Getting Set Up for the Mini-Project.html	6.6 KB
14. Mini-Project Mean Normalization and Data Separation.html	6.8 KB
index.html	4.8 KB
/img/
screen-shot-2018-03-19-at-2.30.59-pm.png	519.6 KB
screen-shot-2018-03-19-at-3.21.24-pm.png	348.1 KB
/Part 06-Module 01-Lesson 07_Pandas/
01. Instructors.html	6.5 KB
02. Introduction to Pandas.html	8.5 KB
03. Why Use Pandas.html	7.3 KB
04. Creating Pandas Series.html	10.2 KB
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt	3.5 KB
04. Pandas 1 V1-iXnYN8cnhzs.mp4	4.0 MB
04. Pandas 1 V1-iXnYN8cnhzs.pt-BR.vtt	3.9 KB
04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt	3.1 KB
05. Accessing and Deleting Elements in Pandas Series.html	13.8 KB
05. Pandas 2 V1-B7MuFIwboKU.en.vtt	3.4 KB
05. Pandas 2 V1-B7MuFIwboKU.mp4	4.0 MB
05. Pandas 2 V1-B7MuFIwboKU.pt-BR.vtt	3.9 KB
05. Pandas 2 V1-B7MuFIwboKU.zh-CN.vtt	3.1 KB
06. Arithmetic Operations on Pandas Series.html	13.6 KB
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt	3.0 KB
06. Pandas 3 V1-yhMT0X6YPFA.mp4	3.7 MB
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt	3.5 KB
06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt	2.7 KB
07. Manipulate a Series.html	8.2 KB
08. Creating Pandas DataFrames.html	21.8 KB
08. Pandas 4 V1-eMHUn9v9dds.en.vtt	7.1 KB
08. Pandas 4 V1-eMHUn9v9dds.mp4	7.3 MB
08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt	8.4 KB
08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt	6.3 KB
09. Accessing Elements in Pandas DataFrames.html	29.9 KB
09. Pandas 5 V1-lClsJnZn_7w.en.vtt	6.1 KB
09. Pandas 5 V1-lClsJnZn_7w.mp4	8.2 MB
09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt	7.2 KB
09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt	5.6 KB
10. Dealing with NaN.html	33.5 KB
10. Pandas 6 V1-GS1kj04XQcM.en.vtt	6.5 KB
10. Pandas 6 V1-GS1kj04XQcM.mp4	8.3 MB
10. Pandas 6 V1-GS1kj04XQcM.pt-BR.vtt	7.7 KB
10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt	5.8 KB
11. Manipulate a DataFrame.html	10.3 KB
12. Loading Data into a Pandas DataFrame.html	35.8 KB
12. Pandas 7 V1-ruTYp-twXO0.en.vtt	5.5 KB
12. Pandas 7 V1-ruTYp-twXO0.mp4	8.5 MB
12. Pandas 7 V1-ruTYp-twXO0.pt-BR.vtt	6.7 KB
12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt	4.9 KB
13. Getting Set Up for the Mini-Project.html	6.7 KB
14. Mini-Project Statistics From Stock Data.html	6.6 KB
index.html	4.7 KB
/img/
screen-shot-2018-03-19-at-2.30.59-pm.png	519.6 KB
screen-shot-2018-03-19-at-3.21.24-pm.png	348.1 KB
/Part 07-Module 01-Lesson 01_Basic SQL/
01. Introduction-Z8WNfx9Oq9s.ar.vtt	2.1 KB
01. Introduction-Z8WNfx9Oq9s.en.vtt	1.4 KB
01. Introduction-Z8WNfx9Oq9s.mp4	6.2 MB
01. Introduction-Z8WNfx9Oq9s.pt-BR.vtt	1.6 KB
01. Introduction-Z8WNfx9Oq9s.zh-CN.vtt	1.3 KB
01. Video SQL Introduction.html	9.7 KB
02. Parch Posey Database-JOMI560DgXg.ar.vtt	1.7 KB
02. Parch Posey Database-JOMI560DgXg.en.vtt	1.2 KB
02. Parch Posey Database-JOMI560DgXg.mp4	5.5 MB
02. Parch Posey Database-JOMI560DgXg.pt-BR.vtt	1.4 KB
02. Parch Posey Database-JOMI560DgXg.zh-CN.vtt	1.2 KB
02. Video The Parch Posey Database.html	9.8 KB
03. Entity Relationship Diagrams-YY2TAJLEINA.ar.vtt	1.5 KB
03. Entity Relationship Diagrams-YY2TAJLEINA.en.vtt	1.1 KB
03. Entity Relationship Diagrams-YY2TAJLEINA.mp4	1.4 MB
03. Entity Relationship Diagrams-YY2TAJLEINA.pt-BR.vtt	1.2 KB
03. Entity Relationship Diagrams-YY2TAJLEINA.zh-CN.vtt	1.0 KB
03. Video + Text The Parch Posey Database.html	12.2 KB
04. Quiz ERD Fundamentals.html	12.2 KB
05. Text Map of SQL Content.html	12.2 KB
06. Video Why SQL.html	14.3 KB
06. Why Businesses Choose Databases-j4ey7--h9r8.ar.vtt	3.1 KB
06. Why Businesses Choose Databases-j4ey7--h9r8.en.vtt	2.2 KB
06. Why Businesses Choose Databases-j4ey7--h9r8.mp4	2.1 MB
06. Why Businesses Choose Databases-j4ey7--h9r8.pt-BR.vtt	2.7 KB
06. Why Businesses Choose Databases-j4ey7--h9r8.zh-CN.vtt	2.1 KB
06. Why Do Analysts Like SQL-uCNOtUht2Xc.ar.vtt	4.4 KB
06. Why Do Analysts Like SQL-uCNOtUht2Xc.en.vtt	2.9 KB
06. Why Do Analysts Like SQL-uCNOtUht2Xc.mp4	4.1 MB
06. Why Do Analysts Like SQL-uCNOtUht2Xc.pt-BR.vtt	3.3 KB
06. Why Do Analysts Like SQL-uCNOtUht2Xc.zh-CN.vtt	2.8 KB
07. How Databases Store Data-H0C9z_sRvLE.ar.vtt	1.8 KB
07. How Databases Store Data-H0C9z_sRvLE.en.vtt	1.3 KB
07. How Databases Store Data-H0C9z_sRvLE.mp4	1.3 MB
07. How Databases Store Data-H0C9z_sRvLE.pt-BR.vtt	1.4 KB
07. How Databases Store Data-H0C9z_sRvLE.zh-CN.vtt	1.2 KB
07. Video How Databases Store Data.html	11.1 KB
08. Text + Quiz Types of Databases.html	12.6 KB
09. Types Of Statements-vLvJbIz94C4.ar.vtt	2.0 KB
09. Types Of Statements-vLvJbIz94C4.en.vtt	1.5 KB
09. Types Of Statements-vLvJbIz94C4.mp4	3.8 MB
09. Types Of Statements-vLvJbIz94C4.pt-BR.vtt	1.8 KB
09. Types Of Statements-vLvJbIz94C4.zh-CN.vtt	1.3 KB
09. Video Types of Statements.html	10.4 KB
10. Statements.html	11.3 KB
11. SELECT FROM Statements-urOYuuav4BY.ar.vtt	4.6 KB
11. SELECT FROM Statements-urOYuuav4BY.en.vtt	3.4 KB
11. SELECT FROM Statements-urOYuuav4BY.mp4	5.3 MB
11. SELECT FROM Statements-urOYuuav4BY.pt-BR.vtt	3.7 KB
11. SELECT FROM Statements-urOYuuav4BY.zh-CN.vtt	3.2 KB
11. Video SELECT FROM.html	10.8 KB
12. Text + Quiz Your First Query.html	14.1 KB
13. Solutions Your First Query Solution.html	10.3 KB
14. Text Formatting Best Practices.html	13.4 KB
15. LIMIT Statement-cCPHNNhBgpQ.ar.vtt	2.6 KB
15. LIMIT Statement-cCPHNNhBgpQ.en.vtt	1.9 KB
15. LIMIT Statement-cCPHNNhBgpQ.mp4	5.9 MB
15. LIMIT Statement-cCPHNNhBgpQ.pt-BR.vtt	2.2 KB
15. LIMIT Statement-cCPHNNhBgpQ.zh-CN.vtt	1.6 KB
15. Video LIMIT.html	10.5 KB
16. Quiz LIMIT.html	12.4 KB
17. Solutions LIMIT.html	10.3 KB
18. ORDER BY Statement-wqj2As31LqI.ar.vtt	2.6 KB
18. ORDER BY Statement-wqj2As31LqI.en.vtt	2.0 KB
18. ORDER BY Statement-wqj2As31LqI.mp4	2.6 MB
18. ORDER BY Statement-wqj2As31LqI.pt-BR.vtt	2.2 KB
18. ORDER BY Statement-wqj2As31LqI.zh-CN.vtt	1.8 KB
18. Video ORDER BY.html	10.6 KB
19. Quiz ORDER BY.html	11.3 KB
20. Solutions ORDER BY.html	10.6 KB
21. Order By Part II-XQCjREdOqwE.ar.vtt	2.8 KB
21. Order By Part II-XQCjREdOqwE.en.vtt	2.1 KB
21. Order By Part II-XQCjREdOqwE.mp4	3.3 MB
21. Order By Part II-XQCjREdOqwE.pt-BR.vtt	2.6 KB
21. Order By Part II-XQCjREdOqwE.zh-CN.vtt	1.9 KB
21. Video ORDER BY Part II.html	10.1 KB
22. Quiz ORDER BY Part II.html	11.4 KB
23. Solutions ORDER BY Part II.html	10.7 KB
24. Video WHERE.html	10.5 KB
24. WHERE Statements -mN0uTnlXaxg.ar.vtt	3.1 KB
24. WHERE Statements -mN0uTnlXaxg.en.vtt	2.3 KB
24. WHERE Statements -mN0uTnlXaxg.mp4	4.7 MB
24. WHERE Statements -mN0uTnlXaxg.pt-BR.vtt	2.8 KB
24. WHERE Statements -mN0uTnlXaxg.zh-CN.vtt	2.1 KB
25. Quiz WHERE.html	10.5 KB
26. Solutions WHERE.html	10.6 KB
27. Video WHERE with Non-Numeric Data.html	10.4 KB
27. WHERE with Non-Numeric Data-_pLx7MHOyjo.ar.vtt	1.5 KB
27. WHERE with Non-Numeric Data-_pLx7MHOyjo.en.vtt	1.1 KB
27. WHERE with Non-Numeric Data-_pLx7MHOyjo.mp4	2.2 MB
27. WHERE with Non-Numeric Data-_pLx7MHOyjo.pt-BR.vtt	1.3 KB
27. WHERE with Non-Numeric Data-_pLx7MHOyjo.zh-CN.vtt	1.0 KB
28. Quiz WHERE with Non-Numeric.html	10.5 KB
29. Solutions WHERE with Non-Numeric.html	10.4 KB
30. Arithmetic Operators-fgcJdiNECxI.ar.vtt	2.6 KB
30. Arithmetic Operators-fgcJdiNECxI.en.vtt	1.9 KB
30. Arithmetic Operators-fgcJdiNECxI.mp4	1.7 MB
30. Arithmetic Operators-fgcJdiNECxI.pt-BR.vtt	2.1 KB
30. Arithmetic Operators-fgcJdiNECxI.zh-CN.vtt	1.8 KB
30. Video Arithmetic Operators.html	10.9 KB
31. Quiz Arithmetic Operators.html	11.5 KB
32. Solutions Arithmetic Operators.html	10.9 KB
33. Text Introduction to Logical Operators.html	10.4 KB
34. LIKE Operator-O5z6eWkNip4.ar.vtt	2.7 KB
34. LIKE Operator-O5z6eWkNip4.en.vtt	2.0 KB
34. LIKE Operator-O5z6eWkNip4.mp4	2.3 MB
34. LIKE Operator-O5z6eWkNip4.pt-BR.vtt	2.5 KB
34. LIKE Operator-O5z6eWkNip4.zh-CN.vtt	1.8 KB
34. Video LIKE.html	11.0 KB
35. Quiz LIKE.html	10.4 KB
36. Solutions LIKE.html	10.4 KB
37. IN Operator-_JPO7wwX3uA.ar.vtt	2.0 KB
37. IN Operator-_JPO7wwX3uA.en.vtt	1.5 KB
37. IN Operator-_JPO7wwX3uA.mp4	1.8 MB
37. IN Operator-_JPO7wwX3uA.pt-BR.vtt	1.6 KB
37. IN Operator-_JPO7wwX3uA.zh-CN.vtt	1.3 KB
37. Video IN.html	10.7 KB
38. Quiz IN.html	10.6 KB
39. Solutions IN.html	10.4 KB
40. NOT Operator-dSQF87oW8a0.ar.vtt	3.2 KB
40. NOT Operator-dSQF87oW8a0.en.vtt	2.3 KB
40. NOT Operator-dSQF87oW8a0.mp4	2.0 MB
40. NOT Operator-dSQF87oW8a0.pt-BR.vtt	2.5 KB
40. NOT Operator-dSQF87oW8a0.zh-CN.vtt	2.1 KB
40. Video NOT.html	10.1 KB
41. Quiz NOT.html	11.0 KB
42. Solutions NOT.html	10.8 KB
43. AND BETWEEN Operators-nBuDPneWcKY.ar.vtt	3.3 KB
43. AND BETWEEN Operators-nBuDPneWcKY.en.vtt	2.3 KB
43. AND BETWEEN Operators-nBuDPneWcKY.mp4	2.5 MB
43. AND BETWEEN Operators-nBuDPneWcKY.pt-BR.vtt	2.6 KB
43. AND BETWEEN Operators-nBuDPneWcKY.zh-CN.vtt	2.1 KB
43. Video AND and BETWEEN.html	11.1 KB
44. Quiz AND and BETWEEN.html	10.8 KB
45. Solutions AND and BETWEEN.html	10.9 KB
46. OR Operator-3vLGEuXAAvA.ar.vtt	2.9 KB
46. OR Operator-3vLGEuXAAvA.en.vtt	2.2 KB
46. OR Operator-3vLGEuXAAvA.mp4	2.0 MB
46. OR Operator-3vLGEuXAAvA.pt-BR.vtt	2.5 KB
46. OR Operator-3vLGEuXAAvA.zh-CN.vtt	1.9 KB
46. OR Statement-DRmkKVhe6-s.ar.vtt	2.5 KB
46. OR Statement-DRmkKVhe6-s.en.vtt	1.8 KB
46. OR Statement-DRmkKVhe6-s.mp4	1.8 MB
46. OR Statement-DRmkKVhe6-s.pt-BR.vtt	1.9 KB
46. OR Statement-DRmkKVhe6-s.zh-CN.vtt	1.5 KB
46. Video OR.html	11.3 KB
47. Quiz OR.html	10.8 KB
48. Solutions OR.html	10.6 KB
49. Text Recap Looking Ahead.html	12.5 KB
index.html	7.3 KB
/img/
screen-shot-2017-08-02-at-10.48.24-pm.png	82.6 KB
screen-shot-2017-08-02-at-11.14.25-am.png	81.3 KB
screen-shot-2017-08-04-at-6.41.07-pm.png	53.9 KB
screen-shot-2017-10-19-at-5.33.45-pm.png	82.3 KB
/Part 07-Module 01-Lesson 02_SQL Joins/
01. Introduction to JOINs-YvZ010GU-Ck.ar.vtt	2.5 KB
01. Introduction to JOINs-YvZ010GU-Ck.en.vtt	1.7 KB
01. Introduction to JOINs-YvZ010GU-Ck.mp4	4.4 MB
01. Introduction to JOINs-YvZ010GU-Ck.pt-BR.vtt	1.8 KB
01. Introduction to JOINs-YvZ010GU-Ck.zh-CN.vtt	1.4 KB
01. Video Motivation.html	7.1 KB
02. Video Why Would We Want to Split Data Into Separate Tables.html	9.6 KB
02. Why Not Store Everything in One Table-rvY4A6FpS40.ar.vtt	1.1 KB
02. Why Not Store Everything in One Table-rvY4A6FpS40.en.vtt	0.9 KB
02. Why Not Store Everything in One Table-rvY4A6FpS40.mp4	884.0 KB
02. Why Not Store Everything in One Table-rvY4A6FpS40.pt-BR.vtt	0.8 KB
02. Why Not Store Everything in One Table-rvY4A6FpS40.zh-CN.vtt	0.8 KB
02. Why Use Separate Tables-UIQBtpmqYOs.ar.vtt	4.3 KB
02. Why Use Separate Tables-UIQBtpmqYOs.en.vtt	3.1 KB
02. Why Use Separate Tables-UIQBtpmqYOs.mp4	4.1 MB
02. Why Use Separate Tables-UIQBtpmqYOs.pt-BR.vtt	3.3 KB
02. Why Use Separate Tables-UIQBtpmqYOs.zh-CN.vtt	2.6 KB
03. Video Introduction to JOINs.html	7.7 KB
03. Your First JOIN-HkX9fkNRbU8.ar.vtt	2.6 KB
03. Your First JOIN-HkX9fkNRbU8.en.vtt	2.1 KB
03. Your First JOIN-HkX9fkNRbU8.mp4	2.2 MB
03. Your First JOIN-HkX9fkNRbU8.pt-BR.vtt	1.9 KB
03. Your First JOIN-HkX9fkNRbU8.zh-CN.vtt	1.9 KB
04. Text + Quiz Your First JOIN.html	12.1 KB
05. Solution Your First JOIN.html	8.2 KB
06. Text ERD Reminder.html	9.7 KB
07. Text Primary and Foreign Keys.html	8.5 KB
08. Quiz Primary - Foreign Key Relationship.html	13.4 KB
09. Text + Quiz JOIN Revisited.html	11.0 KB
10. ALIAS-viWHJaxWTvw.ar.vtt	1.9 KB
10. ALIAS-viWHJaxWTvw.en.vtt	1.2 KB
10. ALIAS-viWHJaxWTvw.mp4	1.3 MB
10. ALIAS-viWHJaxWTvw.pt-BR.vtt	1.1 KB
10. ALIAS-viWHJaxWTvw.zh-CN.vtt	1.1 KB
10. Video Alias.html	8.7 KB
11. Quiz JOIN Questions Part I.html	12.9 KB
12. Solutions JOIN Questions Part I.html	9.4 KB
13. Motivation for Other JOINs-3qdv1Ojc9Og.ar.vtt	2.7 KB
13. Motivation for Other JOINs-3qdv1Ojc9Og.en.vtt	1.9 KB
13. Motivation for Other JOINs-3qdv1Ojc9Og.mp4	5.6 MB
13. Motivation for Other JOINs-3qdv1Ojc9Og.pt-BR.vtt	1.7 KB
13. Motivation for Other JOINs-3qdv1Ojc9Og.zh-CN.vtt	1.7 KB
13. Video Motivation for Other JOINs.html	8.1 KB
14. JOINs-CxuHtd1Daqk.ar.vtt	3.2 KB
14. JOINs-CxuHtd1Daqk.en.vtt	2.4 KB
14. JOINs-CxuHtd1Daqk.mp4	3.2 MB
14. JOINs-CxuHtd1Daqk.pt-BR.vtt	2.5 KB
14. JOINs-CxuHtd1Daqk.zh-CN.vtt	2.1 KB
14. Other JOINs-4edRxFmWUEw.ar.vtt	6.1 KB
14. Other JOINs-4edRxFmWUEw.en.vtt	4.4 KB
14. Other JOINs-4edRxFmWUEw.mp4	7.9 MB
14. Other JOINs-4edRxFmWUEw.pt-BR.vtt	3.9 KB
14. Other JOINs-4edRxFmWUEw.zh-CN.vtt	3.9 KB
14. Video LEFT and RIGHT JOINs.html	9.1 KB
15. Text Other JOIN Notes.html	8.3 KB
16. LEFT and RIGHT JOIN.html	17.6 KB
17. Solutions LEFT and RIGHT JOIN .html	13.5 KB
18. JOINs and Filtering-aI1kbDDNs4w.ar.vtt	5.1 KB
18. JOINs and Filtering-aI1kbDDNs4w.en.vtt	3.6 KB
18. JOINs and Filtering-aI1kbDDNs4w.mp4	6.2 MB
18. JOINs and Filtering-aI1kbDDNs4w.pt-BR.vtt	3.2 KB
18. JOINs and Filtering-aI1kbDDNs4w.zh-CN.vtt	3.3 KB
18. Video JOINs and Filtering.html	7.8 KB
19. Quiz Last Check.html	12.4 KB
20. Solutions Last Check.html	13.3 KB
21. Text Recap Looking Ahead.html	9.6 KB
index.html	5.3 KB
/img/
erd.png	82.3 KB
screen-shot-2017-08-10-at-8.10.13-pm.png	69.8 KB
screen-shot-2017-08-10-at-8.23.48-pm.png	117.9 KB
screen-shot-2017-08-11-at-11.54.30-am.png	47.8 KB
screen-shot-2017-08-11-at-3.21.34-pm.png	59.9 KB
screen-shot-2017-08-14-at-1.12.55-pm.png	83.0 KB
screen-shot-2017-08-14-at-3.41.58-pm.png	90.8 KB
screen-shot-2017-08-14-at-4.04.44-pm.png	106.0 KB
screen-shot-2017-08-14-at-4.10.54-pm.png	107.8 KB
screen-shot-2017-11-16-at-3.54.06-pm.png	235.3 KB
/Part 07-Module 01-Lesson 03_SQL Aggregations/
01. Introduction to Aggregations-5vRf_Ntoxfw.ar.vtt	3.6 KB
01. Introduction to Aggregations-5vRf_Ntoxfw.en.vtt	2.6 KB
01. Introduction to Aggregations-5vRf_Ntoxfw.mp4	9.7 MB
01. Introduction to Aggregations-5vRf_Ntoxfw.pt-BR.vtt	2.8 KB
01. Introduction to Aggregations-5vRf_Ntoxfw.zh-CN.vtt	2.3 KB
01. Video Introduction to Aggregation.html	8.4 KB
02. NULLs-WYUkLKn6XCw.ar.vtt	1.6 KB
02. NULLs-WYUkLKn6XCw.en.vtt	1.1 KB
02. NULLs-WYUkLKn6XCw.mp4	4.0 MB
02. NULLs-WYUkLKn6XCw.pt-BR.vtt	1.2 KB
02. NULLs-WYUkLKn6XCw.zh-CN.vtt	1.0 KB
02. Video Introduction to NULLs.html	8.2 KB
03. Data Types and NULLs-RgTcYwKqtYI.ar.vtt	3.1 KB
03. Data Types and NULLs-RgTcYwKqtYI.en.vtt	2.3 KB
03. Data Types and NULLs-RgTcYwKqtYI.mp4	2.2 MB
03. Data Types and NULLs-RgTcYwKqtYI.pt-BR.vtt	2.3 KB
03. Data Types and NULLs-RgTcYwKqtYI.zh-CN.vtt	2.0 KB
03. Video NULLs and Aggregation.html	9.1 KB
04. COUNT-b4FCWAEGmLg.ar.vtt	1.9 KB
04. COUNT-b4FCWAEGmLg.en.vtt	1.5 KB
04. COUNT-b4FCWAEGmLg.mp4	1.4 MB
04. COUNT-b4FCWAEGmLg.pt-BR.vtt	1.7 KB
04. COUNT-b4FCWAEGmLg.zh-CN.vtt	1.3 KB
04. Video + Text First Aggregation - COUNT.html	9.6 KB
05. COUNT NULLs-ngxgqfFFFLQ.ar.vtt	2.6 KB
05. COUNT NULLs-ngxgqfFFFLQ.en.vtt	1.9 KB
05. COUNT NULLs-ngxgqfFFFLQ.mp4	2.1 MB
05. COUNT NULLs-ngxgqfFFFLQ.pt-BR.vtt	2.0 KB
05. COUNT NULLs-ngxgqfFFFLQ.zh-CN.vtt	1.6 KB
05. Video COUNT NULLs.html	8.4 KB
06. SUM-0zUP14PeiXk.ar.vtt	1.4 KB
06. SUM-0zUP14PeiXk.en.vtt	1.1 KB
06. SUM-0zUP14PeiXk.mp4	940.9 KB
06. SUM-0zUP14PeiXk.pt-BR.vtt	1.2 KB
06. SUM-0zUP14PeiXk.zh-CN.vtt	1.0 KB
06. Video SUM.html	8.8 KB
07. Quiz SUM.html	9.4 KB
08. Solution SUM.html	9.9 KB
09. MIN MAX-1ewVsgWUih8.ar.vtt	1.1 KB
09. MIN MAX-1ewVsgWUih8.en.vtt	0.8 KB
09. MIN MAX-1ewVsgWUih8.mp4	710.3 KB
09. MIN MAX-1ewVsgWUih8.pt-BR.vtt	0.8 KB
09. MIN MAX-1ewVsgWUih8.zh-CN.vtt	0.7 KB
09. Video MIN MAX.html	9.0 KB
10. AVG-diqCDztOL64.ar.vtt	1.9 KB
10. AVG-diqCDztOL64.en.vtt	1.5 KB
10. AVG-diqCDztOL64.mp4	998.8 KB
10. AVG-diqCDztOL64.pt-BR.vtt	1.4 KB
10. AVG-diqCDztOL64.zh-CN.vtt	1.2 KB
10. Video AVG.html	8.9 KB
11. Quiz MIN, MAX, AVG.html	9.6 KB
12. Solutions MIN, MAX, AVG.html	10.8 KB
13. GROUP BY-9vb67TF4WV0.ar.vtt	4.1 KB
13. GROUP BY-9vb67TF4WV0.en.vtt	3.2 KB
13. GROUP BY-9vb67TF4WV0.mp4	6.0 MB
13. GROUP BY-9vb67TF4WV0.pt-BR.vtt	3.4 KB
13. GROUP BY-9vb67TF4WV0.zh-CN.vtt	2.9 KB
13. Video GROUP BY.html	9.6 KB
14. Quiz GROUP BY.html	10.8 KB
15. Solutions GROUP BY.html	11.2 KB
16. GROUP BY Part II-0HQ-TshNNQA.ar.vtt	1.7 KB
16. GROUP BY Part II-0HQ-TshNNQA.en.vtt	1.4 KB
16. GROUP BY Part II-0HQ-TshNNQA.mp4	1.4 MB
16. GROUP BY Part II-0HQ-TshNNQA.pt-BR.vtt	1.5 KB
16. GROUP BY Part II-0HQ-TshNNQA.zh-CN.vtt	1.2 KB
16. Video GROUP BY Part II.html	9.4 KB
17. Quiz GROUP BY Part II.html	10.0 KB
18. Solutions GROUP BY Part II.html	10.6 KB
19. DISTINCT-YDJEHkgKORY.ar.vtt	1.8 KB
19. DISTINCT-YDJEHkgKORY.en.vtt	1.3 KB
19. DISTINCT-YDJEHkgKORY.mp4	1.1 MB
19. DISTINCT-YDJEHkgKORY.pt-BR.vtt	1.3 KB
19. DISTINCT-YDJEHkgKORY.zh-CN.vtt	1.2 KB
19. Video DISTINCT.html	9.0 KB
20. Quiz DISTINCT.html	8.9 KB
21. Solutions DISTINCT.html	9.8 KB
22. Having-D4gmN0vnk58.ar.vtt	2.5 KB
22. Having-D4gmN0vnk58.en.vtt	1.8 KB
22. Having-D4gmN0vnk58.mp4	2.3 MB
22. Having-D4gmN0vnk58.pt-BR.vtt	1.8 KB
22. Video HAVING.html	8.4 KB
23. HAVING.html	11.5 KB
24. Solutions HAVING.html	11.9 KB
25. DATE Functions I-E7Z6GMFVmIY.ar.vtt	5.1 KB
25. DATE Functions I-E7Z6GMFVmIY.en.vtt	3.6 KB
25. DATE Functions I-E7Z6GMFVmIY.mp4	4.0 MB
25. DATE Functions I-E7Z6GMFVmIY.pt-BR.vtt	3.7 KB
25. DATE Functions I-E7Z6GMFVmIY.zh-CN.vtt	3.1 KB
25. Video DATE Functions.html	9.0 KB
26. DATE Functions Part II-UPWkDhW4cLI.ar.vtt	6.1 KB
26. DATE Functions Part II-UPWkDhW4cLI.en.vtt	4.3 KB
26. DATE Functions Part II-UPWkDhW4cLI.mp4	4.8 MB
26. DATE Functions Part II-UPWkDhW4cLI.pt-BR.vtt	4.3 KB
26. DATE Functions Part II-UPWkDhW4cLI.zh-CN.vtt	3.9 KB
26. Video DATE Functions II.html	9.7 KB
27. Quiz DATE Functions.html	9.6 KB
28. Solutions DATE Functions.html	11.5 KB
29. 11 CASE V2-BInXuTY_FzE.ar.vtt	6.4 KB
29. 11 CASE V2-BInXuTY_FzE.en.vtt	5.3 KB
29. 11 CASE V2-BInXuTY_FzE.mp4	7.9 MB
29. 11 CASE V2-BInXuTY_FzE.pt-BR.vtt	5.6 KB
29. 11 CASE V2-BInXuTY_FzE.zh-CN.vtt	4.5 KB
29. Video CASE Statements.html	11.5 KB
30. CASE Statements and Aggregations-asSXB6iD3z4.ar.vtt	2.3 KB
30. CASE Statements and Aggregations-asSXB6iD3z4.en.vtt	1.8 KB
30. CASE Statements and Aggregations-asSXB6iD3z4.mp4	1.6 MB
30. CASE Statements and Aggregations-asSXB6iD3z4.pt-BR.vtt	1.9 KB
30. CASE Statements and Aggregations-asSXB6iD3z4.zh-CN.vtt	1.6 KB
30. Video CASE Aggregations.html	8.8 KB
31. Quiz CASE.html	10.9 KB
32. Solutions CASE.html	12.3 KB
33. Text Recap.html	8.2 KB
index.html	5.9 KB
/Part 07-Module 01-Lesson 04_SQL Subqueries Temporary Tables/
01. Introduction-2Y279421n3A.ar.vtt	1.1 KB
01. Introduction-2Y279421n3A.en.vtt	0.8 KB
01. Introduction-2Y279421n3A.mp4	2.5 MB
01. Introduction-2Y279421n3A.pt-BR.vtt	0.9 KB
01. Introduction-2Y279421n3A.zh-CN.vtt	0.7 KB
01. Video Introduction.html	7.5 KB
02. Introduction to Subqueries-s8ZJMj4gscY.ar.vtt	0.9 KB
02. Introduction to Subqueries-s8ZJMj4gscY.en.vtt	0.6 KB
02. Introduction to Subqueries-s8ZJMj4gscY.mp4	3.0 MB
02. Introduction to Subqueries-s8ZJMj4gscY.pt-BR.vtt	0.8 KB
02. Introduction to Subqueries-s8ZJMj4gscY.zh-CN.vtt	0.5 KB
02. Video Introduction to Subqueries.html	7.0 KB
03. Video + Quiz Write Your First Subquery.html	14.6 KB
03. Your First Subquery-cTM1jPYXLoQ.ar.vtt	4.1 KB
03. Your First Subquery-cTM1jPYXLoQ.en.vtt	2.9 KB
03. Your First Subquery-cTM1jPYXLoQ.mp4	4.5 MB
03. Your First Subquery-cTM1jPYXLoQ.pt-BR.vtt	3.2 KB
03. Your First Subquery-cTM1jPYXLoQ.zh-CN.vtt	2.6 KB
04. Solutions Write Your First Subquery.html	8.1 KB
05. Text Subquery Formatting.html	9.0 KB
06. Subqueries Part II-jko-RrZd0R8.ar.vtt	2.2 KB
06. Subqueries Part II-jko-RrZd0R8.en.vtt	1.6 KB
06. Subqueries Part II-jko-RrZd0R8.mp4	2.5 MB
06. Subqueries Part II-jko-RrZd0R8.pt-BR.vtt	1.9 KB
06. Subqueries Part II-jko-RrZd0R8.zh-CN.vtt	1.5 KB
06. Video More On Subqueries.html	7.8 KB
07. Quiz More On Subqueries.html	12.5 KB
08. Solutions More On Subqueries.html	7.7 KB
09. SQL Subquery Video-10pmKmTI_CA.en.vtt	9.0 KB
09. SQL Subquery Video-10pmKmTI_CA.mp4	11.3 MB
09. SQL Subquery Video-10pmKmTI_CA.pt-BR.vtt	8.8 KB
09. Solution Video More On Subqueries.html	7.6 KB
10. Quiz Subquery Mania.html	8.7 KB
11. Solution Subquery Mania.html	17.5 KB
11. Subquery Solution Video-Y6S3S0LsMrw.ar.vtt	16.3 KB
11. Subquery Solution Video-Y6S3S0LsMrw.en.vtt	12.9 KB
11. Subquery Solution Video-Y6S3S0LsMrw.mp4	18.1 MB
11. Subquery Solution Video-Y6S3S0LsMrw.pt-BR.vtt	13.7 KB
11. Subquery Solution Video-Y6S3S0LsMrw.zh-CN.vtt	11.0 KB
12. Common Table Expressions-qtEKO7B8bXQ.ar.vtt	2.0 KB
12. Common Table Expressions-qtEKO7B8bXQ.en.vtt	1.4 KB
12. Common Table Expressions-qtEKO7B8bXQ.mp4	5.5 MB
12. Common Table Expressions-qtEKO7B8bXQ.pt-BR.vtt	1.8 KB
12. Common Table Expressions-qtEKO7B8bXQ.zh-CN.vtt	1.3 KB
12. Subqueries Using WITH-IszTmDKyKHI.ar.vtt	1.9 KB
12. Subqueries Using WITH-IszTmDKyKHI.en.vtt	1.4 KB
12. Subqueries Using WITH-IszTmDKyKHI.mp4	1.9 MB
12. Subqueries Using WITH-IszTmDKyKHI.pt-BR.vtt	1.6 KB
12. Subqueries Using WITH-IszTmDKyKHI.zh-CN.vtt	1.2 KB
12. Video WITH.html	8.1 KB
13. Text + Quiz WITH vs. Subquery.html	10.9 KB
14. Quiz WITH.html	9.2 KB
15. Solutions WITH.html	11.9 KB
16. Subquery Conclusion-TUYvx2K9-5k.ar.vtt	0.7 KB
16. Subquery Conclusion-TUYvx2K9-5k.en.vtt	0.5 KB
16. Subquery Conclusion-TUYvx2K9-5k.mp4	2.7 MB
16. Subquery Conclusion-TUYvx2K9-5k.pt-BR.vtt	0.7 KB
16. Subquery Conclusion-TUYvx2K9-5k.zh-CN.vtt	0.4 KB
16. Video Subquery Conclusion.html	7.4 KB
index.html	4.8 KB
/img/
screen-shot-2017-11-16-at-3.54.06-pm.png	235.3 KB
/Part 07-Module 01-Lesson 05_SQL Data Cleaning/
01. Introduction to Data Cleaning-YTtH3NM2BX0.ar.vtt	1.4 KB
01. Introduction to Data Cleaning-YTtH3NM2BX0.en.vtt	1.0 KB
01. Introduction to Data Cleaning-YTtH3NM2BX0.mp4	3.7 MB
01. Introduction to Data Cleaning-YTtH3NM2BX0.pt-BR.vtt	0.9 KB
01. Introduction to Data Cleaning-YTtH3NM2BX0.zh-CN.vtt	0.9 KB
01. Video Introduction to SQL Data Cleaning.html	7.0 KB
02. Cleaning with String Functions-y1fduSu7Ovc.ar.vtt	4.2 KB
02. Cleaning with String Functions-y1fduSu7Ovc.en.vtt	3.2 KB
02. Cleaning with String Functions-y1fduSu7Ovc.mp4	4.4 MB
02. Cleaning with String Functions-y1fduSu7Ovc.pt-BR.vtt	3.5 KB
02. Cleaning with String Functions-y1fduSu7Ovc.zh-CN.vtt	2.7 KB
02. Video LEFT RIGHT.html	7.6 KB
03. Quiz LEFT RIGHT.html	8.3 KB
04. Solutions LEFT RIGHT.html	8.4 KB
05. Cleaning With More Advanced String Functions-E6cK8RbYGEc.ar.vtt	3.0 KB
05. Cleaning With More Advanced String Functions-E6cK8RbYGEc.en.vtt	2.3 KB
05. Cleaning With More Advanced String Functions-E6cK8RbYGEc.mp4	4.0 MB
05. Cleaning With More Advanced String Functions-E6cK8RbYGEc.pt-BR.vtt	2.7 KB
05. Cleaning With More Advanced String Functions-E6cK8RbYGEc.zh-CN.vtt	2.1 KB
05. Video POSITION, STRPOS, SUBSTR.html	7.9 KB
06. Quiz POSITION, STRPOS, SUBSTR - AME DATA AS QUIZ 1.html	7.6 KB
07. Solutions POSITION, STRPOS, SUBSTR.html	7.4 KB
08. CONCAT-bCxZnQN28Y4.ar.vtt	0.8 KB
08. CONCAT-bCxZnQN28Y4.en.vtt	0.6 KB
08. CONCAT-bCxZnQN28Y4.mp4	1.2 MB
08. CONCAT-bCxZnQN28Y4.pt-BR.vtt	0.7 KB
08. CONCAT-bCxZnQN28Y4.zh-CN.vtt	0.5 KB
08. Video CONCAT.html	6.9 KB
09. Quiz CONCAT.html	8.2 KB
10. Solutions CONCAT.html	8.1 KB
11. CAST-LbyOq4ofLng.ar.vtt	4.0 KB
11. CAST-LbyOq4ofLng.en.vtt	3.0 KB
11. CAST-LbyOq4ofLng.mp4	3.8 MB
11. CAST-LbyOq4ofLng.pt-BR.vtt	3.3 KB
11. CAST-LbyOq4ofLng.zh-CN.vtt	2.6 KB
11. Video CAST.html	8.8 KB
12. Quiz CAST.html	10.1 KB
13. Solutions CAST.html	7.7 KB
14. COALESCE-86vgu-ECBCQ.ar.vtt	2.1 KB
14. COALESCE-86vgu-ECBCQ.en.vtt	1.5 KB
14. COALESCE-86vgu-ECBCQ.mp4	2.4 MB
14. COALESCE-86vgu-ECBCQ.pt-BR.vtt	1.8 KB
14. COALESCE-86vgu-ECBCQ.zh-CN.vtt	1.4 KB
14. Video COALESCE.html	7.0 KB
15. Quiz COALESCE.html	9.5 KB
16. Solutions COALESCE.html	9.0 KB
17. Data Cleaning Conclusion-KkHqnvD9BWY.ar.vtt	0.7 KB
17. Data Cleaning Conclusion-KkHqnvD9BWY.en.vtt	0.5 KB
17. Data Cleaning Conclusion-KkHqnvD9BWY.mp4	2.2 MB
17. Data Cleaning Conclusion-KkHqnvD9BWY.pt-BR.vtt	0.6 KB
17. Data Cleaning Conclusion-KkHqnvD9BWY.zh-CN.vtt	0.4 KB
17. Video + Text Recap.html	7.7 KB
index.html	4.8 KB
/Part 07-Module 01-Lesson 06_[Advanced] SQL Window Functions/
01. Introduction to Window Functions-u3qLjP8KMKc.ar.vtt	1.2 KB
01. Introduction to Window Functions-u3qLjP8KMKc.en.vtt	0.9 KB
01. Introduction to Window Functions-u3qLjP8KMKc.mp4	4.0 MB
01. Introduction to Window Functions-u3qLjP8KMKc.pt-BR.vtt	0.9 KB
01. Introduction to Window Functions-u3qLjP8KMKc.zh-CN.vtt	0.9 KB
01. Video Introduction to Window Functions.html	7.7 KB
02. Window Functions-gp0RPgkDHsQ.ar.vtt	3.6 KB
02. Window Functions-gp0RPgkDHsQ.en.vtt	2.7 KB
02. Window Functions-gp0RPgkDHsQ.mp4	3.9 MB
02. Window Functions-gp0RPgkDHsQ.pt-BR.vtt	2.5 KB
02. Window Functions-gp0RPgkDHsQ.zh-CN.vtt	2.4 KB
02. Video Window Functions 1.html	9.3 KB
03. Quiz Window Functions 1.html	8.4 KB
04. Solutions Window Functions 1.html	8.2 KB
05. Quiz Window Functions 2.html	8.6 KB
06. Solutions Window Functions 2.html	8.6 KB
07. Running Totals And Count-rNJwmnzUTxg.ar.vtt	3.5 KB
07. Running Totals And Count-rNJwmnzUTxg.en.vtt	2.7 KB
07. Running Totals And Count-rNJwmnzUTxg.mp4	3.4 MB
07. Running Totals And Count-rNJwmnzUTxg.pt-BR.vtt	2.7 KB
07. Running Totals And Count-rNJwmnzUTxg.zh-CN.vtt	2.5 KB
07. Video ROW_NUMBER RANK.html	7.6 KB
08. Quiz ROW_NUMBER RANK.html	8.4 KB
09. Solutions ROW_NUMBER RANK.html	8.2 KB
10. Aggregates in Window Functions-Dxew5w3VF7k.ar.vtt	3.6 KB
10. Aggregates in Window Functions-Dxew5w3VF7k.en.vtt	2.6 KB
10. Aggregates in Window Functions-Dxew5w3VF7k.mp4	3.3 MB
10. Aggregates in Window Functions-Dxew5w3VF7k.pt-BR.vtt	2.5 KB
10. Aggregates in Window Functions-Dxew5w3VF7k.zh-CN.vtt	2.5 KB
10. Video Aggregates in Window Functions.html	7.7 KB
11. Quiz Aggregates in Window Functions.html	16.5 KB
12. Solutions Aggregates in Window Functions.html	8.3 KB
13. Aliases for Multiple Window Functions-RWe03bULYnM.ar.vtt	1.0 KB
13. Aliases for Multiple Window Functions-RWe03bULYnM.en.vtt	0.8 KB
13. Aliases for Multiple Window Functions-RWe03bULYnM.mp4	2.4 MB
13. Aliases for Multiple Window Functions-RWe03bULYnM.pt-BR.vtt	0.8 KB
13. Aliases for Multiple Window Functions-RWe03bULYnM.zh-CN.vtt	0.8 KB
13. Video Aliases for Multiple Window Functions.html	8.0 KB
14. Quiz Aliases for Multiple Window Functions.html	11.2 KB
15. Solutions Aliases for Multiple Window Functions.html	8.7 KB
16. Comparing Row to Previous Row-Z_x5ZJyDZog.ar.vtt	2.4 KB
16. Comparing Row to Previous Row-Z_x5ZJyDZog.en.vtt	1.9 KB
16. Comparing Row to Previous Row-Z_x5ZJyDZog.mp4	3.0 MB
16. Comparing Row to Previous Row-Z_x5ZJyDZog.pt-BR.vtt	1.9 KB
16. Comparing Row to Previous Row-Z_x5ZJyDZog.zh-CN.vtt	1.7 KB
16. Video Comparing a Row to Previous Row.html	21.7 KB
17. Quiz Comparing a Row to Previous Row.html	9.3 KB
18. Solutions Comparing a Row to Previous Row.html	8.4 KB
19. Introduction to Percentiles-t7SX2ZEdxKA.ar.vtt	1.0 KB
19. Introduction to Percentiles-t7SX2ZEdxKA.en.vtt	0.8 KB
19. Introduction to Percentiles-t7SX2ZEdxKA.mp4	3.3 MB
19. Introduction to Percentiles-t7SX2ZEdxKA.pt-BR.vtt	0.8 KB
19. Introduction to Percentiles-t7SX2ZEdxKA.zh-CN.vtt	0.7 KB
19. Video Introduction to Percentiles.html	7.6 KB
20. Percentiles-Qro8uvysnys.ar.vtt	1.5 KB
20. Percentiles-Qro8uvysnys.en.vtt	1.2 KB
20. Percentiles-Qro8uvysnys.mp4	1.5 MB
20. Percentiles-Qro8uvysnys.pt-BR.vtt	1.2 KB
20. Percentiles-Qro8uvysnys.zh-CN.vtt	1.0 KB
20. Video Percentiles.html	9.0 KB
21. Quiz Percentiles.html	9.9 KB
22. Solutions Percentiles.html	8.7 KB
23. Video Recap.html	7.6 KB
23. Window Functions Conclusion-2ZdocDMw7D8.ar.vtt	0.8 KB
23. Window Functions Conclusion-2ZdocDMw7D8.en.vtt	0.6 KB
23. Window Functions Conclusion-2ZdocDMw7D8.mp4	2.3 MB
23. Window Functions Conclusion-2ZdocDMw7D8.pt-BR.vtt	0.5 KB
23. Window Functions Conclusion-2ZdocDMw7D8.zh-CN.vtt	0.5 KB
index.html	5.7 KB
/img/
lag-1-innerquery.png	5.2 KB
lag-diff.png	17.4 KB
lag.png	15.2 KB
lead-3.png	15.7 KB
lead-diff.png	22.7 KB
screen-shot-2018-06-13-at-6.32.38-pm.png	49.7 KB
/Part 07-Module 01-Lesson 07_[Advanced] SQL Advanced JOINs Performance Tuning/
01. Introduction to Advanced SQL-i0VaVPIKUks.ar.vtt	1.2 KB
01. Introduction to Advanced SQL-i0VaVPIKUks.en.vtt	0.9 KB
01. Introduction to Advanced SQL-i0VaVPIKUks.mp4	3.4 MB
01. Introduction to Advanced SQL-i0VaVPIKUks.pt-BR.vtt	0.8 KB
01. Introduction to Advanced SQL-i0VaVPIKUks.zh-CN.vtt	0.9 KB
01. Video Introduction to Advanced SQL.html	7.0 KB
02. Text + Images FULL OUTER JOIN.html	11.0 KB
03. Quiz FULL OUTER JOIN.html	9.4 KB
04. Solutions FULL OUTER JOIN.html	8.1 KB
05. JOINs with Comparison Operators Motivation-ClzbfQyhNro.ar.vtt	1.1 KB
05. JOINs with Comparison Operators Motivation-ClzbfQyhNro.en.vtt	0.8 KB
05. JOINs with Comparison Operators Motivation-ClzbfQyhNro.mp4	3.9 MB
05. JOINs with Comparison Operators Motivation-ClzbfQyhNro.pt-BR.vtt	0.8 KB
05. JOINs with Comparison Operators Motivation-ClzbfQyhNro.zh-CN.vtt	0.8 KB
05. JOINs with Comparison Operators-48AgxPygRuQ.ar.vtt	3.1 KB
05. JOINs with Comparison Operators-48AgxPygRuQ.en.vtt	2.2 KB
05. JOINs with Comparison Operators-48AgxPygRuQ.mp4	4.4 MB
05. JOINs with Comparison Operators-48AgxPygRuQ.pt-BR.vtt	2.2 KB
05. JOINs with Comparison Operators-48AgxPygRuQ.zh-CN.vtt	1.9 KB
05. Video JOINs with Comparison Operators.html	8.5 KB
06. Quiz JOINs with Comparison Operators.html	9.7 KB
07. Solutions JOINs with Comparison Operators.html	7.9 KB
08. Self JOINs-tw_VzEGBOvI.ar.vtt	2.9 KB
08. Self JOINs-tw_VzEGBOvI.en.vtt	2.3 KB
08. Self JOINs-tw_VzEGBOvI.mp4	2.7 MB
08. Self JOINs-tw_VzEGBOvI.pt-BR.vtt	2.3 KB
08. Self JOINs-tw_VzEGBOvI.zh-CN.vtt	2.1 KB
08. Video Self JOINs.html	7.2 KB
09. Quiz Self JOINs.html	8.6 KB
10. Solutions Self JOINs.html	7.9 KB
11. UNION 1-APRpwqFpGwI.ar.vtt	2.3 KB
11. UNION 1-APRpwqFpGwI.en.vtt	1.7 KB
11. UNION 1-APRpwqFpGwI.mp4	1.4 MB
11. UNION 1-APRpwqFpGwI.pt-BR.vtt	1.6 KB
11. UNION 1-APRpwqFpGwI.zh-CN.vtt	1.5 KB
11. UNION 2-so5zydnbYEg.ar.vtt	0.9 KB
11. UNION 2-so5zydnbYEg.en.vtt	0.7 KB
11. UNION 2-so5zydnbYEg.mp4	845.4 KB
11. UNION 2-so5zydnbYEg.pt-BR.vtt	0.7 KB
11. UNION 2-so5zydnbYEg.zh-CN.vtt	0.6 KB
11. UNION 3-oVGmi4zBOT8.ar.vtt	1.3 KB
11. UNION 3-oVGmi4zBOT8.en.vtt	0.9 KB
11. UNION 3-oVGmi4zBOT8.mp4	1.9 MB
11. UNION 3-oVGmi4zBOT8.pt-BR.vtt	0.9 KB
11. UNION 3-oVGmi4zBOT8.zh-CN.vtt	0.9 KB
11. UNION Motivation-0eRr2K8lo-I.ar.vtt	0.9 KB
11. UNION Motivation-0eRr2K8lo-I.en.vtt	0.7 KB
11. UNION Motivation-0eRr2K8lo-I.mp4	2.7 MB
11. UNION Motivation-0eRr2K8lo-I.pt-BR.vtt	0.7 KB
11. UNION Motivation-0eRr2K8lo-I.zh-CN.vtt	0.6 KB
11. Video UNION.html	9.9 KB
12. Quizzes UNION.html	12.5 KB
13. Solutions UNION.html	7.8 KB
14. Performance Tuning Motivation-aY4_uYWEuoE.ar.vtt	1.3 KB
14. Performance Tuning Motivation-aY4_uYWEuoE.en.vtt	1.0 KB
14. Performance Tuning Motivation-aY4_uYWEuoE.mp4	3.8 MB
14. Performance Tuning Motivation-aY4_uYWEuoE.pt-BR.vtt	1.0 KB
14. Performance Tuning Motivation-aY4_uYWEuoE.zh-CN.vtt	0.9 KB
14. Video Performance Tuning Motivation.html	7.0 KB
15. More on Performance Tuning-ZK1FvNH10Ag.ar.vtt	4.2 KB
15. More on Performance Tuning-ZK1FvNH10Ag.en.vtt	3.1 KB
15. More on Performance Tuning-ZK1FvNH10Ag.mp4	12.4 MB
15. More on Performance Tuning-ZK1FvNH10Ag.pt-BR.vtt	2.9 KB
15. More on Performance Tuning-ZK1FvNH10Ag.zh-CN.vtt	2.7 KB
15. Performance Tuning 1-5mVfYZ_bfRo.ar.vtt	4.8 KB
15. Performance Tuning 1-5mVfYZ_bfRo.en.vtt	3.2 KB
15. Performance Tuning 1-5mVfYZ_bfRo.mp4	4.5 MB
15. Performance Tuning 1-5mVfYZ_bfRo.pt-BR.vtt	3.3 KB
15. Performance Tuning 1-5mVfYZ_bfRo.zh-CN.vtt	2.9 KB
15. Video + Quiz Performance Tuning 1.html	10.5 KB
16. Performance Tuning 2-arMtEhSoq7E.ar.vtt	2.7 KB
16. Performance Tuning 2-arMtEhSoq7E.en.vtt	2.0 KB
16. Performance Tuning 2-arMtEhSoq7E.mp4	3.3 MB
16. Performance Tuning 2-arMtEhSoq7E.pt-BR.vtt	2.0 KB
16. Performance Tuning 2-arMtEhSoq7E.zh-CN.vtt	1.8 KB
16. Video Performance Tuning 2.html	6.9 KB
17. Performance Tuning 3-hIAE8W6x5O8.ar.vtt	2.2 KB
17. Performance Tuning 3-hIAE8W6x5O8.en.vtt	1.6 KB
17. Performance Tuning 3-hIAE8W6x5O8.mp4	1.5 MB
17. Performance Tuning 3-hIAE8W6x5O8.pt-BR.vtt	1.5 KB
17. Performance Tuning 3-hIAE8W6x5O8.zh-CN.vtt	1.5 KB
17. Video Performance Tuning 3.html	6.9 KB
18. Joining Subqueries-rxy-fE5GeLY.ar.vtt	4.7 KB
18. Joining Subqueries-rxy-fE5GeLY.en.vtt	3.3 KB
18. Joining Subqueries-rxy-fE5GeLY.mp4	9.4 MB
18. Joining Subqueries-rxy-fE5GeLY.pt-BR.vtt	3.3 KB
18. Joining Subqueries-rxy-fE5GeLY.zh-CN.vtt	3.0 KB
18. Video JOINing Subqueries.html	8.7 KB
19. Congratulations!-_FPpbuuW-1o.ar.vtt	1.0 KB
19. Congratulations!-_FPpbuuW-1o.en.vtt	0.8 KB
19. Congratulations!-_FPpbuuW-1o.mp4	3.2 MB
19. Congratulations!-_FPpbuuW-1o.pt-BR.vtt	0.6 KB
19. Congratulations!-_FPpbuuW-1o.zh-CN.vtt	0.7 KB
19. Video SQL Completion Congratulations.html	6.9 KB
index.html	5.2 KB
/img/
full-outer-join-if-null.png	63.5 KB
full-outer-join.png	62.6 KB
inner-join.png	86.8 KB
left-join.png	67.9 KB
right-join.png	68.0 KB
/Part 08-Module 01-Lesson 01_Data Visualization in Data Analysis/
01. Introduction to Data Visualization.html	6.8 KB
01. L1 011 Data Visualization In Data Analysis Intro V3 V3-U1VapEELBfw.mp4	5.3 MB
01. L1 011 Data Visualization In Data Analysis Intro V3 V3-U1VapEELBfw.pt-BR.vtt	2.1 KB
02. Motivation for Data Visualization.html	12.5 KB
03. Further Motivation-sjGxUKrbKoI.ar.vtt	2.1 KB
03. Further Motivation-sjGxUKrbKoI.en.vtt	1.5 KB
03. Further Motivation-sjGxUKrbKoI.mp4	3.7 MB
03. Further Motivation-sjGxUKrbKoI.pt-BR.vtt	1.7 KB
03. Further Motivation-sjGxUKrbKoI.zh-CN.vtt	1.4 KB
03. Further Motivation.html	6.2 KB
04. Exploratory vs. Explanatory Analyses.html	7.1 KB
04. Exploratory vs. Explanatory Analysis-wvgBSMks4p8.ar.vtt	5.1 KB
04. Exploratory vs. Explanatory Analysis-wvgBSMks4p8.en.vtt	3.7 KB
04. Exploratory vs. Explanatory Analysis-wvgBSMks4p8.mp4	8.6 MB
04. Exploratory vs. Explanatory Analysis-wvgBSMks4p8.pt-BR.vtt	4.3 KB
04. Exploratory vs. Explanatory Analysis-wvgBSMks4p8.zh-CN.vtt	3.3 KB
05. Quiz Exploratory vs. Explanatory.html	9.6 KB
06. L1 061 Visualization In Python V1-MFS-1veFC_c.mp4	5.8 MB
06. L1 061 Visualization In Python V1-MFS-1veFC_c.pt-BR.vtt	2.7 KB
06. Visualization in Python.html	7.1 KB
07. Course Structure.html	7.2 KB
08. L1 08.1 Lesson Summary HD (1)--c9IeqHkAZ0.mp4	2.6 MB
08. L1 08.1 Lesson Summary HD (1)--c9IeqHkAZ0.pt-BR.vtt	1.0 KB
08. Lesson Summary.html	5.3 KB
index.html	4.1 KB
/img/
mike-josh-bios-portraits.png	213.3 KB
screen-shot-2017-08-23-at-3.39.03-pm.png	96.0 KB
/Part 08-Module 01-Lesson 02_Design of Visualizations/
01. Introduction.html	6.3 KB
01. L2 011 Intro HD V2-TlpGWQBLG6E.mp4	2.2 MB
01. L2 011 Intro HD V2-TlpGWQBLG6E.pt-BR.vtt	1.0 KB
02. What Makes a Bad Visual-zbvB_9f7bFs.ar.vtt	4.6 KB
02. What Makes a Bad Visual-zbvB_9f7bFs.en.vtt	3.4 KB
02. What Makes a Bad Visual-zbvB_9f7bFs.mp4	6.4 MB
02. What Makes a Bad Visual-zbvB_9f7bFs.pt-BR.vtt	3.4 KB
02. What Makes a Bad Visual-zbvB_9f7bFs.zh-CN.vtt	3.2 KB
02. What Makes a Bad Visual.html	7.5 KB
03. L2 031 Levels Of Measurement And Types Of Data V6-3Plhn5Q4xIA.mp4	7.4 MB
03. L2 031 Levels Of Measurement And Types Of Data V6-3Plhn5Q4xIA.pt-BR.vtt	5.1 KB
03. Levels of Measurement Types of Data.html	10.6 KB
04. Quiz Data Types (Quantitative vs. Categorical).html	13.9 KB
05. Text + Quiz Data Types (Ordinal vs. Nominal).html	13.3 KB
06. Data Types (Continuous vs. Discrete).html	8.1 KB
07. Identifying Data Types.html	11.5 KB
08. What Experts Say About Visual Encodings-98aog0eVcC4.ar.vtt	2.9 KB
08. What Experts Say About Visual Encodings-98aog0eVcC4.en.vtt	2.3 KB
08. What Experts Say About Visual Encodings-98aog0eVcC4.mp4	6.3 MB
08. What Experts Say About Visual Encodings-98aog0eVcC4.pt-BR.vtt	2.5 KB
08. What Experts Say About Visual Encodings-98aog0eVcC4.zh-CN.vtt	2.1 KB
08. What Experts Say About Visual Encodings.html	7.6 KB
09. Chart Junk-3BTBEYOG2o8.ar.vtt	3.0 KB
09. Chart Junk-3BTBEYOG2o8.en.vtt	2.2 KB
09. Chart Junk-3BTBEYOG2o8.mp4	5.6 MB
09. Chart Junk-3BTBEYOG2o8.pt-BR.vtt	2.2 KB
09. Chart Junk-3BTBEYOG2o8.zh-CN.vtt	2.0 KB
09. Chart Junk.html	7.2 KB
10. Data Ink Ratio-gW2FapuYV4A.ar.vtt	7.7 KB
10. Data Ink Ratio-gW2FapuYV4A.en.vtt	5.8 KB
10. Data Ink Ratio-gW2FapuYV4A.mp4	10.3 MB
10. Data Ink Ratio-gW2FapuYV4A.pt-BR.vtt	5.8 KB
10. Data Ink Ratio-gW2FapuYV4A.zh-CN.vtt	5.0 KB
10. Data Ink Ratio.html	7.0 KB
11. Design Integrity-y72_fVFtqlY.ar.vtt	5.6 KB
11. Design Integrity-y72_fVFtqlY.en.vtt	4.3 KB
11. Design Integrity-y72_fVFtqlY.mp4	6.8 MB
11. Design Integrity-y72_fVFtqlY.pt-BR.vtt	4.3 KB
11. Design Integrity-y72_fVFtqlY.zh-CN.vtt	3.9 KB
11. Design Integrity.html	8.4 KB
12. Bad Visual Quizzes (Part I).html	11.9 KB
13. Bad Visual Quizzes (Part II).html	12.5 KB
14. Using Color-6bAedqD3ilw.en.vtt	4.8 KB
14. Using Color-6bAedqD3ilw.mp4	8.9 MB
14. Using Color-6bAedqD3ilw.pt-BR.vtt	5.0 KB
14. Using Color-6bAedqD3ilw.zh-CN.vtt	4.3 KB
14. Using Color.html	7.1 KB
15. Designing for Color Blindness-k4iTzS7t2U4.ar.vtt	2.4 KB
15. Designing for Color Blindness-k4iTzS7t2U4.en.vtt	1.7 KB
15. Designing for Color Blindness-k4iTzS7t2U4.mp4	5.1 MB
15. Designing for Color Blindness-k4iTzS7t2U4.pt-BR.vtt	1.7 KB
15. Designing for Color Blindness-k4iTzS7t2U4.zh-CN.vtt	1.6 KB
15. Designing for Color Blindness.html	7.5 KB
16. Shape, Size, Other Tools.html	9.1 KB
16. Shape, Size, and other Tools-fzEliHW3ZLM.ar.vtt	4.8 KB
16. Shape, Size, and other Tools-fzEliHW3ZLM.en.vtt	3.6 KB
16. Shape, Size, and other Tools-fzEliHW3ZLM.mp4	6.2 MB
16. Shape, Size, and other Tools-fzEliHW3ZLM.pt-BR.vtt	3.8 KB
16. Shape, Size, and other Tools-fzEliHW3ZLM.zh-CN.vtt	3.1 KB
17. Good Visual.html	9.5 KB
18. L2 181 Lesson Summary HDmp4 V3-kKEeBDs4HuM.mp4	3.1 MB
18. L2 181 Lesson Summary HDmp4 V3-kKEeBDs4HuM.pt-BR.vtt	1.4 KB
18. Lesson Summary.html	6.4 KB
index.html	5.0 KB
/img/
6-point-likert-scale-even-survey.png	7.7 KB
apple.jpg	107.9 KB
bad-viz-2.png	365.0 KB
challenger-good.png	21.8 KB
challenger2.gif	158.3 KB
likertscale.png	81.4 KB
natgeo-scatter.jpg	126.7 KB
pasted-image-0.png	196.4 KB
screen-shot-2017-09-03-at-2.28.22-pm.png	48.8 KB
screen-shot-2017-09-03-at-3.13.54-pm.png	61.9 KB
/Part 08-Module 01-Lesson 03_Univariate Exploration of Data/
01. Introduction.html	6.3 KB
01. L3 011 Intro V3-4BpAF4MYKm8.en.vtt	1.8 KB
01. L3 011 Intro V3-4BpAF4MYKm8.mp4	4.0 MB
01. L3 011 Intro V3-4BpAF4MYKm8.pt-BR.vtt	1.9 KB
01. L3 011 Intro V3-4BpAF4MYKm8.zh-CN.vtt	1.5 KB
02. Tidy Data.html	9.3 KB
03. Bar Charts.html	14.2 KB
03. DataVis L3 03 V2-srRhFrSPdvs.en.vtt	6.6 KB
03. DataVis L3 03 V2-srRhFrSPdvs.mp4	7.3 MB
03. DataVis L3 03 V2-srRhFrSPdvs.pt-BR.vtt	7.1 KB
03. DataVis L3 03 V2-srRhFrSPdvs.zh-CN.vtt	5.6 KB
03. L3 031 Bar Charts V3-ybXcduB6cXA.en.vtt	3.5 KB
03. L3 031 Bar Charts V3-ybXcduB6cXA.mp4	6.7 MB
03. L3 031 Bar Charts V3-ybXcduB6cXA.pt-BR.vtt	4.1 KB
03. L3 031 Bar Charts V3-ybXcduB6cXA.zh-CN.vtt	2.8 KB
04. Absolute vs. Relative Frequency.html	11.8 KB
04. DataVis L3 04 V2-HLum_ys7RJ0.en.vtt	4.1 KB
04. DataVis L3 04 V2-HLum_ys7RJ0.mp4	4.5 MB
04. DataVis L3 04 V2-HLum_ys7RJ0.pt-BR.vtt	4.4 KB
04. DataVis L3 04 V2-HLum_ys7RJ0.zh-CN.vtt	3.5 KB
04. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.en.vtt	1.4 KB
04. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.mp4	2.5 MB
04. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.pt-BR.vtt	1.7 KB
04. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.zh-CN.vtt	1.2 KB
05. Counting Missing Data.html	8.1 KB
06. Bar Chart Practice.html	6.7 KB
07. L3 071 Pie Charts V3-kSrJGJHTKV8.en.vtt	2.6 KB
07. L3 071 Pie Charts V3-kSrJGJHTKV8.mp4	6.3 MB
07. L3 071 Pie Charts V3-kSrJGJHTKV8.pt-BR.vtt	3.0 KB
07. L3 071 Pie Charts V3-kSrJGJHTKV8.zh-CN.vtt	2.2 KB
07. Pie Charts.html	12.3 KB
08. DataVis L3 08 V2-f1we_0dUSXg.en.vtt	5.0 KB
08. DataVis L3 08 V2-f1we_0dUSXg.mp4	5.4 MB
08. DataVis L3 08 V2-f1we_0dUSXg.pt-BR.vtt	5.3 KB
08. DataVis L3 08 V2-f1we_0dUSXg.zh-CN.vtt	4.2 KB
08. Histograms.html	15.7 KB
08. L3 081 Histograms V2-RLez9L0htGQ.en.vtt	1.9 KB
08. L3 081 Histograms V2-RLez9L0htGQ.mp4	3.0 MB
08. L3 081 Histograms V2-RLez9L0htGQ.pt-BR.vtt	2.1 KB
08. L3 081 Histograms V2-RLez9L0htGQ.zh-CN.vtt	1.6 KB
09. Histogram Practice.html	6.7 KB
10. Figures, Axes, and Subplots.html	18.6 KB
11. Choosing a Plot for Discrete Data.html	10.2 KB
12. DataVis L3 11 V1-C8DGwJa_adA.en.vtt	1.4 KB
12. DataVis L3 11 V1-C8DGwJa_adA.mp4	1.4 MB
12. DataVis L3 11 V1-C8DGwJa_adA.pt-BR.vtt	1.4 KB
12. DataVis L3 11 V1-C8DGwJa_adA.zh-CN.vtt	1.3 KB
12. Descriptive Statistics, Outliers and Axis Limits.html	9.6 KB
12. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.en.vtt	3.0 KB
12. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.mp4	4.8 MB
12. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.pt-BR.vtt	3.5 KB
12. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.zh-CN.vtt	2.6 KB
13. DataVis L3 12 V2-fo0VIbQRBJk.en.vtt	3.0 KB
13. DataVis L3 12 V2-fo0VIbQRBJk.mp4	3.2 MB
13. DataVis L3 12 V2-fo0VIbQRBJk.pt-BR.vtt	3.2 KB
13. DataVis L3 12 V2-fo0VIbQRBJk.zh-CN.vtt	2.7 KB
13. L3 121 Scales And Transformations V3-PE53ga2bOME.en.vtt	4.2 KB
13. L3 121 Scales And Transformations V3-PE53ga2bOME.mp4	5.1 MB
13. L3 121 Scales And Transformations V3-PE53ga2bOME.pt-BR.vtt	4.6 KB
13. L3 121 Scales And Transformations V3-PE53ga2bOME.zh-CN.vtt	3.5 KB
13. Scales and Transformations.html	15.0 KB
14. Scales and Transformations Practice.html	6.7 KB
15. L3 141 Lesson Summary V1-7ZaSMbsJUWU.en.vtt	1.8 KB
15. L3 141 Lesson Summary V1-7ZaSMbsJUWU.mp4	3.8 MB
15. L3 141 Lesson Summary V1-7ZaSMbsJUWU.pt-BR.vtt	2.2 KB
15. L3 141 Lesson Summary V1-7ZaSMbsJUWU.zh-CN.vtt	1.5 KB
15. Lesson Summary.html	6.7 KB
16. Extra Kernel Density Estimation.html	10.6 KB
index.html	4.7 KB
/img/
l3-c03-barchart1.png	6.9 KB
l3-c03-barchart2.png	6.9 KB
l3-c03-barchart3.png	6.9 KB
l3-c03-barchart4.png	6.9 KB
l3-c03-barchart5.png	13.8 KB
l3-c03-barchart6.png	14.6 KB
l3-c04-relfreqchart1.png	8.7 KB
l3-c04-relfreqchart2.png	9.6 KB
l3-c05-missingdata1.png	10.2 KB
l3-c05-missingdata2.png	4.8 KB
l3-c07-piecharts2.png	19.5 KB
l3-c07-piecharts3.png	11.6 KB
l3-c08-histograms1.png	4.2 KB
l3-c08-histograms2.png	4.8 KB
l3-c08-histograms3.png	6.8 KB
l3-c08-histograms4.png	14.5 KB
l3-c09b-subplots4.png	9.5 KB
l3-c09b-subplotsa.png	15.3 KB
l3-c10-dierolls1.png	7.8 KB
l3-c10-dierolls2.png	6.5 KB
l3-c11-outliers1.png	7.5 KB
l3-c12-transforms1.png	10.2 KB
l3-c12-transforms2.png	4.3 KB
l3-c12-transforms3.png	5.7 KB
l3-c12-transforms4.png	5.6 KB
l3-c15-kde1.png	36.8 KB
tidy-data-four.png	407.4 KB
tidy-data-one.png	399.7 KB
tidy-data-three.png	448.1 KB
tidy-data-two.png	380.7 KB
/Part 08-Module 01-Lesson 04_Bivariate Exploration of Data/
01. Introduction.html	6.3 KB
01. L4 011 Intro V2-JzvJIWG8Rk4.en.vtt	1.6 KB
01. L4 011 Intro V2-JzvJIWG8Rk4.mp4	3.5 MB
01. L4 011 Intro V2-JzvJIWG8Rk4.pt-BR.vtt	1.7 KB
01. L4 011 Intro V2-JzvJIWG8Rk4.zh-CN.vtt	1.4 KB
02. Data Vis L4 C02 V1-wBDC5AmYgyg.en.vtt	3.1 KB
02. Data Vis L4 C02 V1-wBDC5AmYgyg.mp4	3.8 MB
02. Data Vis L4 C02 V1-wBDC5AmYgyg.pt-BR.vtt	2.8 KB
02. Data Vis L4 C02 V1-wBDC5AmYgyg.zh-CN.vtt	2.7 KB
02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.en.vtt	3.6 KB
02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.mp4	5.5 MB
02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.pt-BR.vtt	3.8 KB
02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.zh-CN.vtt	3.0 KB
02. Scatterplots and Correlation.html	10.4 KB
03. Data Vis L4 C03 V1-0F6ldBC6Nbs.en.vtt	3.7 KB
03. Data Vis L4 C03 V1-0F6ldBC6Nbs.mp4	3.9 MB
03. Data Vis L4 C03 V1-0F6ldBC6Nbs.pt-BR.vtt	3.5 KB
03. Data Vis L4 C03 V1-0F6ldBC6Nbs.zh-CN.vtt	3.2 KB
03. L4 031 Overplotting Transparency And Jitter 1 V4-BGqR-nxgMtg.en.vtt	3.5 KB
03. L4 031 Overplotting Transparency And Jitter 1 V4-BGqR-nxgMtg.mp4	4.9 MB
03. L4 031 Overplotting Transparency And Jitter 1 V4-BGqR-nxgMtg.pt-BR.vtt	3.7 KB
03. L4 031 Overplotting Transparency And Jitter 1 V4-BGqR-nxgMtg.zh-CN.vtt	3.1 KB
03. Overplotting, Transparency, and Jitter.html	10.7 KB
04. Data Vis L4 C04 V1-O6ElT4IFXc0.en.vtt	3.2 KB
04. Data Vis L4 C04 V1-O6ElT4IFXc0.mp4	3.4 MB
04. Data Vis L4 C04 V1-O6ElT4IFXc0.pt-BR.vtt	3.2 KB
04. Data Vis L4 C04 V1-O6ElT4IFXc0.zh-CN.vtt	2.9 KB
04. Heat Maps.html	13.4 KB
04. L4 041 Heat Maps V4-RyCdvsmBjtE.en.vtt	2.3 KB
04. L4 041 Heat Maps V4-RyCdvsmBjtE.mp4	4.5 MB
04. L4 041 Heat Maps V4-RyCdvsmBjtE.pt-BR.vtt	2.4 KB
04. L4 041 Heat Maps V4-RyCdvsmBjtE.zh-CN.vtt	2.0 KB
05. Scatterplot Practice.html	6.7 KB
06. Data Vis L4 C06 V2-f8Kh4PByiEA.en.vtt	3.2 KB
06. Data Vis L4 C06 V2-f8Kh4PByiEA.mp4	3.2 MB
06. Data Vis L4 C06 V2-f8Kh4PByiEA.pt-BR.vtt	3.2 KB
06. Data Vis L4 C06 V2-f8Kh4PByiEA.zh-CN.vtt	2.7 KB
06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.en.vtt	2.1 KB
06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.mp4	3.5 MB
06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.pt-BR.vtt	2.0 KB
06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.zh-CN.vtt	2.0 KB
06. Violin Plots.html	10.7 KB
07. Box Plots.html	12.0 KB
07. Data Vis L4 C07 V1-f6v3L3IDo24.en.vtt	1.9 KB
07. Data Vis L4 C07 V1-f6v3L3IDo24.mp4	1.9 MB
07. Data Vis L4 C07 V1-f6v3L3IDo24.pt-BR.vtt	2.1 KB
07. Data Vis L4 C07 V1-f6v3L3IDo24.zh-CN.vtt	1.6 KB
07. L4 071 Box Plots V4-3gxJag12T0g.en.vtt	3.2 KB
07. L4 071 Box Plots V4-3gxJag12T0g.mp4	4.2 MB
07. L4 071 Box Plots V4-3gxJag12T0g.pt-BR.vtt	3.2 KB
07. L4 071 Box Plots V4-3gxJag12T0g.zh-CN.vtt	2.8 KB
08. Violin and Box Plot Practice.html	6.7 KB
09. Clustered Bar Charts.html	13.5 KB
09. Data Vis L4 C09 V1-OnzWhpgM9Vs.en.vtt	3.2 KB
09. Data Vis L4 C09 V1-OnzWhpgM9Vs.mp4	3.9 MB
09. Data Vis L4 C09 V1-OnzWhpgM9Vs.pt-BR.vtt	3.4 KB
09. Data Vis L4 C09 V1-OnzWhpgM9Vs.zh-CN.vtt	2.8 KB
09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.en.vtt	2.1 KB
09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.mp4	4.4 MB
09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.pt-BR.vtt	2.3 KB
09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.zh-CN.vtt	1.8 KB
10. Categorical Plot Practice.html	6.7 KB
11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.en.vtt	3.4 KB
11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.mp4	3.3 MB
11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.pt-BR.vtt	3.6 KB
11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.zh-CN.vtt	2.8 KB
11. Faceting.html	11.8 KB
11. L4 111 Faceting V2-oUYRqI6wFGw.en.vtt	2.4 KB
11. L4 111 Faceting V2-oUYRqI6wFGw.mp4	4.9 MB
11. L4 111 Faceting V2-oUYRqI6wFGw.pt-BR.vtt	2.8 KB
11. L4 111 Faceting V2-oUYRqI6wFGw.zh-CN.vtt	2.0 KB
12. Adaptation of Univariate Plots.html	13.6 KB
12. Data Vis L4 C12 V2-aJncRqqJUYI.en.vtt	2.3 KB
12. Data Vis L4 C12 V2-aJncRqqJUYI.mp4	2.2 MB
12. Data Vis L4 C12 V2-aJncRqqJUYI.pt-BR.vtt	2.3 KB
12. Data Vis L4 C12 V2-aJncRqqJUYI.zh-CN.vtt	1.9 KB
12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.en.vtt	2.3 KB
12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.mp4	4.4 MB
12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.pt-BR.vtt	2.5 KB
12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.zh-CN.vtt	2.0 KB
13. Data Vis L4 C13 V1-Z7NjwA6jbjU.en.vtt	3.8 KB
13. Data Vis L4 C13 V1-Z7NjwA6jbjU.mp4	3.9 MB
13. Data Vis L4 C13 V1-Z7NjwA6jbjU.pt-BR.vtt	4.0 KB
13. Data Vis L4 C13 V1-Z7NjwA6jbjU.zh-CN.vtt	3.2 KB
13. L4 131 Line Plots V1-kSntEWPuOa0.en.vtt	2.0 KB
13. L4 131 Line Plots V1-kSntEWPuOa0.mp4	4.0 MB
13. L4 131 Line Plots V1-kSntEWPuOa0.pt-BR.vtt	2.5 KB
13. L4 131 Line Plots V1-kSntEWPuOa0.zh-CN.vtt	1.8 KB
13. Line Plots.html	16.7 KB
14. Additional Plot Practice.html	6.7 KB
15. L4 151 Lesson Summary V1-5igqM44KEmw.en.vtt	2.2 KB
15. L4 151 Lesson Summary V1-5igqM44KEmw.mp4	5.6 MB
15. L4 151 Lesson Summary V1-5igqM44KEmw.pt-BR.vtt	2.7 KB
15. L4 151 Lesson Summary V1-5igqM44KEmw.zh-CN.vtt	1.9 KB
15. Lesson Summary.html	6.7 KB
16. Extra Swarm Plots.html	8.7 KB
17. Extra Rug and Strip Plots.html	9.5 KB
index.html	4.7 KB
/img/
l4-c02-scatterplot1.png	8.2 KB
l4-c02-scatterplot2.png	17.3 KB
l4-c02-scatterplot3.png	18.7 KB
l4-c03-overplotting1.png	7.6 KB
l4-c03-overplotting2.png	10.2 KB
l4-c03-overplotting3.png	19.7 KB
l4-c04-heatmap1.png	27.6 KB
l4-c04-heatmap2.png	6.9 KB
l4-c04-heatmap3.png	11.4 KB
l4-c06-violinplot1.png	19.1 KB
l4-c06-violinplot2.png	18.8 KB
l4-c06-violinplot3.png	24.6 KB
l4-c07-boxplot1.png	23.1 KB
l4-c07-boxplot2.png	11.4 KB
l4-c07-boxplot3.png	19.3 KB
l4-c09-clusteredbar1.png	10.4 KB
l4-c09-clusteredbar2.png	10.2 KB
l4-c09-clusteredbar3.png	11.9 KB
l4-c09-clusteredbar4.png	9.6 KB
l4-c09-clusteredbar5.png	12.1 KB
l4-c11-faceting1.png	7.7 KB
l4-c11-faceting2.png	7.2 KB
l4-c11-faceting3.png	12.5 KB
l4-c12-adaptations1.png	8.4 KB
l4-c12-adaptations2.png	10.5 KB
l4-c12-adaptations3.png	33.1 KB
l4-c12-adaptations4.png	4.7 KB
l4-c13-lineplot1.png	41.5 KB
l4-c13-lineplot2.png	13.4 KB
l4-c13-lineplot3.png	17.6 KB
l4-c13-lineplot4.png	9.8 KB
l4-c13-lineplot5.png	32.9 KB
l4-c17-rugplot1.png	11.3 KB
l4-c17-rugplot2.png	28.6 KB
l4-c18-swarmplot1.png	46.3 KB
/Part 08-Module 01-Lesson 05_Multivariate Exploration of Data/
01. Introduction.html	5.7 KB
01. L5 011 Intro V3-ckylQMBXB10.en.vtt	1.8 KB
01. L5 011 Intro V3-ckylQMBXB10.mp4	4.4 MB
01. L5 011 Intro V3-ckylQMBXB10.pt-BR.vtt	2.0 KB
02. DataVis L5C02 V3-bgDNMfG9Gfs.en.vtt	6.9 KB
02. DataVis L5C02 V3-bgDNMfG9Gfs.mp4	7.1 MB
02. DataVis L5C02 V3-bgDNMfG9Gfs.pt-BR.vtt	7.2 KB
02. L5 021 Non Positional Encodings For Third Variables V1-D91mm-qaDkk.en.vtt	2.9 KB
02. L5 021 Non Positional Encodings For Third Variables V1-D91mm-qaDkk.mp4	4.6 MB
02. L5 021 Non Positional Encodings For Third Variables V1-D91mm-qaDkk.pt-BR.vtt	3.1 KB
02. Non-Positional Encodings for Third Variables.html	15.2 KB
03. Color Palettes.html	19.0 KB
03. DataVis L5C03 V2-iokI7HrxeNc.en.vtt	3.8 KB
03. DataVis L5C03 V2-iokI7HrxeNc.mp4	4.4 MB
03. DataVis L5C03 V2-iokI7HrxeNc.pt-BR.vtt	3.9 KB
03. L5 031 Color Palettes V1-nirOTWkuiSM.en.vtt	3.6 KB
03. L5 031 Color Palettes V1-nirOTWkuiSM.mp4	4.7 MB
03. L5 031 Color Palettes V1-nirOTWkuiSM.pt-BR.vtt	3.6 KB
04. Encodings Practice.html	6.2 KB
05. DataVis L5C05 V1-v19gCP4TvwE.en.vtt	1.6 KB
05. DataVis L5C05 V1-v19gCP4TvwE.mp4	1.7 MB
05. DataVis L5C05 V1-v19gCP4TvwE.pt-BR.vtt	1.6 KB
05. Faceting in Two Directions.html	8.6 KB
05. L5 051 Faceting In Two Directions V3-lz5dcoTcV2o.en.vtt	1.6 KB
05. L5 051 Faceting In Two Directions V3-lz5dcoTcV2o.mp4	2.8 MB
05. L5 051 Faceting In Two Directions V3-lz5dcoTcV2o.pt-BR.vtt	1.7 KB
06. DataVis L5C06 V2-BzzTlWHMyV0.en.vtt	3.7 KB
06. DataVis L5C06 V2-BzzTlWHMyV0.mp4	4.3 MB
06. DataVis L5C06 V2-BzzTlWHMyV0.pt-BR.vtt	3.6 KB
06. L5 061 Other Adaptations Of Bivariate Plots V3-qanSZttNzFM.en.vtt	1.2 KB
06. L5 061 Other Adaptations Of Bivariate Plots V3-qanSZttNzFM.mp4	2.2 MB
06. L5 061 Other Adaptations Of Bivariate Plots V3-qanSZttNzFM.pt-BR.vtt	1.3 KB
06. Other Adaptations of Bivariate Plots.html	13.3 KB
07. Adapted Plot Practice.html	6.2 KB
08. DataVis L5C08 V2-fq-hakwfpZw.mp4	5.8 MB
08. DataVis L5C08 V2-fq-hakwfpZw.pt-BR.vtt	3.9 KB
08. L5 081 Plot Matrices V3-2wY-euTIE5g.en.vtt	2.5 KB
08. L5 081 Plot Matrices V3-2wY-euTIE5g.mp4	3.3 MB
08. L5 081 Plot Matrices V3-2wY-euTIE5g.pt-BR.vtt	2.6 KB
08. Plot Matrices.html	11.4 KB
09. DataVis L5C09 V1-xlZ9AMV6VUE.mp4	3.2 MB
09. DataVis L5C09 V1-xlZ9AMV6VUE.pt-BR.vtt	2.8 KB
09. Feature Engineering.html	7.5 KB
09. L5 091 Feature Engineering V2-jpMOSFMMga4.en.vtt	1.4 KB
09. L5 091 Feature Engineering V2-jpMOSFMMga4.mp4	2.3 MB
09. L5 091 Feature Engineering V2-jpMOSFMMga4.pt-BR.vtt	1.5 KB
10. How Much is Too Much.html	7.6 KB
11. Additional Plot Practice.html	6.3 KB
12. L5 121 Lesson Summary V1-SOBCduyymkQ.en.vtt	1.8 KB
12. L5 121 Lesson Summary V1-SOBCduyymkQ.mp4	4.6 MB
12. L5 121 Lesson Summary V1-SOBCduyymkQ.pt-BR.vtt	1.9 KB
12. Lesson Summary.html	5.7 KB
index.html	4.4 KB
/img/
l5-c02-encodings1.png	9.0 KB
l5-c02-encodings2.png	28.8 KB
l5-c02-encodings3.png	4.3 KB
l5-c03-color1.png	13.6 KB
l5-c03-color2.png	29.2 KB
l5-c03-color3.png	0.8 KB
l5-c03-color4.png	0.8 KB
l5-c03-color5.png	0.8 KB
l5-c03-color6.png	13.7 KB
l5-c03-color7.png	29.5 KB
l5-c03-color8.png	12.5 KB
l5-c05-faceting1.png	8.3 KB
l5-c05-faceting2.png	17.7 KB
l5-c06-adaptations1.png	10.4 KB
l5-c06-adaptations2.png	12.8 KB
l5-c06-adaptations3.png	7.4 KB
l5-c06-adaptations4.png	9.7 KB
l5-c06-adaptations5.png	25.9 KB
l5-c08-plotmatrices1.png	37.1 KB
l5-c08-plotmatrices2.png	48.6 KB
l5-c08-plotmatrices3.png	11.7 KB
/Part 08-Module 01-Lesson 06_Explanatory Visualizations/
01. Introduction.html	5.3 KB
01. L6 011 Intro V1-gLy8qpursJI.mp4	4.1 MB
01. L6 011 Intro V1-gLy8qpursJI.pt-BR.vtt	1.6 KB
02. Revisiting the Data Analysis Process.html	6.7 KB
03. Tell A Story-_IdOUEhjVGI.ar.vtt	2.4 KB
03. Tell A Story-_IdOUEhjVGI.en.vtt	1.9 KB
03. Tell A Story-_IdOUEhjVGI.mp4	6.3 MB
03. Tell A Story-_IdOUEhjVGI.pt-BR.vtt	1.9 KB
03. Tell A Story-_IdOUEhjVGI.zh-CN.vtt	1.8 KB
03. Tell A Story.html	5.9 KB
04. Same Data Different Stories-jSSnkz3QT5Y.ar.vtt	2.6 KB
04. Same Data Different Stories-jSSnkz3QT5Y.en.vtt	1.9 KB
04. Same Data Different Stories-jSSnkz3QT5Y.mp4	4.9 MB
04. Same Data Different Stories-jSSnkz3QT5Y.pt-BR.vtt	1.9 KB
04. Same Data Different Stories-jSSnkz3QT5Y.zh-CN.vtt	1.8 KB
04. Same Data, Different Stories.html	6.7 KB
05. Quizzes on Data Story Telling.html	13.6 KB
06. L6 061 Polishing Plots V3-4TixzVx79uk.mp4	3.8 MB
06. L6 061 Polishing Plots V3-4TixzVx79uk.pt-BR.vtt	1.7 KB
06. Polishing Plots.html	14.5 KB
07. Creating a Slide Deck with Jupyter.html	10.9 KB
07. Data Vis L6 C06 V1-qIot9qrvcF8.en.vtt	3.9 KB
07. Data Vis L6 C06 V1-qIot9qrvcF8.mp4	6.5 MB
07. Data Vis L6 C06 V1-qIot9qrvcF8.pt-BR.vtt	4.0 KB
08. Getting and Using Feedback.html	6.6 KB
08. L6 10 V1 V6-LoYT4NMSPGk.mp4	3.2 MB
08. L6 10 V1 V6-LoYT4NMSPGk.pt-BR.vtt	1.6 KB
09. L6 131 Lesson Summary V1-t6ss31RZF34.mp4	3.6 MB
09. L6 131 Lesson Summary V1-t6ss31RZF34.pt-BR.vtt	1.5 KB
09. Lesson Summary.html	5.6 KB
index.html	4.2 KB
/img/
l6-c06-polishing1.png	28.9 KB
l6-c08-slidedeck1.png	62.4 KB
screen-shot-2017-09-03-at-6.12.14-pm.png	31.4 KB
screen-shot-2017-09-03-at-6.34.02-pm.png	32.6 KB
/Part 08-Module 01-Lesson 07_Visualization Case Study/
01. Introduction.html	5.0 KB
01. L7 011 Intro V1-Virihwp36do.mp4	1.5 MB
01. L7 011 Intro V1-Virihwp36do.pt-BR.vtt	0.8 KB
02. Info on the Diamond Dataset.html	7.0 KB
03. Univariate Exploration.html	5.7 KB
04. Bivariate Exploration.html	5.7 KB
05. Multivariate Exploration.html	5.7 KB
06. Explanatory Polishing.html	5.7 KB
07. Conclusion.html	5.0 KB
07. L7 0F1 Congrats V3-LF-obnL7CI0.mp4	2.9 MB
07. L7 0F1 Congrats V3-LF-obnL7CI0.pt-BR.vtt	0.9 KB
index.html	3.9 KB
/Part 09-Module 01-Lesson 01_Shell Workshop/
01. Shell Intro--EtN5oD8MM0.ar.vtt	5.5 KB
01. Shell Intro--EtN5oD8MM0.en.vtt	4.1 KB
01. Shell Intro--EtN5oD8MM0.mp4	11.3 MB
01. Shell Intro--EtN5oD8MM0.pt-BR.vtt	3.6 KB
01. Shell Intro--EtN5oD8MM0.zh-CN.vtt	3.9 KB
01. Welcome!.html	6.5 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.ar.vtt	4.0 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.en.vtt	3.4 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.mp4	4.6 MB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.pt-BR.vtt	2.8 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.zh-CN.vtt	3.2 KB
02. Windows Installing Git Bash.html	8.9 KB
03. Opening a terminal.html	7.2 KB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.ar.vtt	2.9 KB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.en.vtt	2.6 KB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.mp4	3.2 MB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.pt-BR.vtt	2.2 KB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.zh-CN.vtt	2.3 KB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.ar.vtt	3.2 KB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.en.vtt	2.7 KB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.mp4	2.2 MB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.pt-BR.vtt	2.0 KB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.zh-CN.vtt	2.6 KB
04. Your first command (echo).html	8.0 KB
05. Navigating directories (ls, cd, ..).html	7.8 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.ar.vtt	2.8 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.en.vtt	2.3 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.mp4	1.9 MB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.pt-BR.vtt	2.2 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.zh-CN.vtt	2.0 KB
06. Current working directory (pwd).html	7.7 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.ar.vtt	2.8 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.en.vtt	2.2 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.mp4	2.3 MB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.pt-BR.vtt	2.1 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.zh-CN.vtt	1.9 KB
07. Parameters and options (ls -l).html	9.4 KB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.ar.vtt	2.0 KB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.en.vtt	1.7 KB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.mp4	2.2 MB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.pt-BR.vtt	1.6 KB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.zh-CN.vtt	1.6 KB
08. Organizing your files (mkdir, mv).html	9.1 KB
08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.ar.vtt	3.3 KB
08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.en.vtt	2.4 KB
08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.mp4	2.7 MB
08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.pt-BR.vtt	2.1 KB
08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.zh-CN.vtt	2.2 KB
09. Downloading (curl).html	8.2 KB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.ar.vtt	4.1 KB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.en.vtt	3.1 KB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.mp4	3.3 MB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.pt-BR.vtt	2.9 KB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.zh-CN.vtt	2.8 KB
09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.ar.vtt	1.3 KB
09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.en.vtt	1.0 KB
09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.mp4	825.8 KB
09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.pt-BR.vtt	0.8 KB
09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.zh-CN.vtt	0.9 KB
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.ar.vtt	2.4 KB
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.en.vtt	1.7 KB
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.mp4	1.4 MB
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.pt-BR.vtt	1.7 KB
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.zh-CN.vtt	1.6 KB
10. Viewing files (cat, less).html	7.4 KB
11. Removing things (rm, rmdir).html	8.2 KB
11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.ar.vtt	2.1 KB
11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.en.vtt	1.6 KB
11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.mp4	1.8 MB
11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.pt-BR.vtt	1.4 KB
11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.zh-CN.vtt	1.5 KB
12. Searching and pipes (grep, wc).html	8.2 KB
12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.ar.vtt	4.9 KB
12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.en.vtt	3.8 KB
12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.mp4	3.2 MB
12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.pt-BR.vtt	3.5 KB
12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.zh-CN.vtt	3.6 KB
13. Shell and environment variables.html	7.9 KB
13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.en.vtt	3.0 KB
13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.mp4	2.1 MB
13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.pt-BR.vtt	2.9 KB
14. Startup files (.bash_profile).html	6.8 KB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.ar.vtt	5.3 KB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.en.vtt	4.1 KB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.mp4	3.3 MB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.pt-BR.vtt	3.5 KB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.zh-CN.vtt	3.9 KB
15. Controlling the shell prompt ($PS1).html	7.3 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.ar.vtt	4.0 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.en.vtt	3.0 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.mp4	3.9 MB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.pt-BR.vtt	2.3 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.zh-CN.vtt	2.8 KB
16. Aliases.html	6.7 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.ar.vtt	3.8 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.en.vtt	2.8 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.mp4	2.6 MB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.pt-BR.vtt	2.2 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.zh-CN.vtt	2.4 KB
17. Keep learning!.html	7.3 KB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.ar.vtt	1.6 KB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.en.vtt	1.2 KB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.mp4	3.6 MB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.pt-BR.vtt	0.9 KB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.zh-CN.vtt	1.1 KB
index.html	4.9 KB
/Part 10-Module 01-Lesson 01_What is Version Control/
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.ar.vtt	4.9 KB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.en.vtt	3.6 KB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.mp4	9.3 MB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.pt-BR.vtt	3.6 KB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.zh-CN.vtt	3.3 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.ar.vtt	3.0 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.en.vtt	2.3 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.mp4	4.6 MB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.pt-BR.vtt	2.3 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.zh-CN.vtt	2.0 KB
01. What is Version Control.html	8.7 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.ar.vtt	2.2 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.en.vtt	1.7 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.mp4	2.9 MB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.pt-BR.vtt	1.8 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.zh-CN.vtt	1.5 KB
02. Version Control In Daily Use.html	10.2 KB
03. Git and Version Control Terminology.html	14.0 KB
03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.ar.vtt	3.7 KB
03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.en.vtt	2.7 KB
03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.mp4	10.8 MB
03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.pt-BR.vtt	2.9 KB
03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.zh-CN.vtt	2.5 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.ar.vtt	4.8 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.en.vtt	3.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.mp4	2.7 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.pt-BR.vtt	3.5 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.zh-CN.vtt	3.4 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.ar.vtt	1.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.en.vtt	1.2 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.mp4	930.8 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.pt-BR.vtt	1.2 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.zh-CN.vtt	1.1 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.ar.vtt	2.2 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.en.vtt	1.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.mp4	5.3 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.pt-BR.vtt	1.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.zh-CN.vtt	1.4 KB
04. MacLinux Setup.html	11.1 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.ar.vtt	2.7 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.en.vtt	2.0 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.mp4	3.8 MB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.pt-BR.vtt	2.1 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.zh-CN.vtt	1.9 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.ar.vtt	3.4 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.en.vtt	2.6 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.mp4	4.0 MB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.pt-BR.vtt	2.8 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.zh-CN.vtt	2.5 KB
05. Windows Setup.html	10.2 KB
06. Onward-iXbMaTwfIJI.ar.vtt	1.5 KB
06. Onward-iXbMaTwfIJI.en.vtt	1.1 KB
06. Onward-iXbMaTwfIJI.mp4	3.7 MB
06. Onward-iXbMaTwfIJI.pt-BR.vtt	1.2 KB
06. Onward-iXbMaTwfIJI.zh-CN.vtt	1.0 KB
06. Onward.html	5.2 KB
index.html	3.9 KB
/img/
ud123-l1-git-course-outline.png	387.5 KB
ud123-l1-google-docs-saving-progress.gif	399.4 KB
ud123-l1-terminal-config-mac.png	42.5 KB
ud123-l1-terminal-config-windows.png	95.5 KB
/Part 10-Module 01-Lesson 02_Create A Git Repo/
01. Creating New Repositories - Intro-KT163BkqIeg.ar.vtt	2.4 KB
01. Creating New Repositories - Intro-KT163BkqIeg.en.vtt	1.9 KB
01. Creating New Repositories - Intro-KT163BkqIeg.mp4	7.1 MB
01. Creating New Repositories - Intro-KT163BkqIeg.pt-BR.vtt	2.0 KB
01. Creating New Repositories - Intro-KT163BkqIeg.zh-CN.vtt	1.7 KB
01. Intro.html	5.2 KB
02. Create A Repo From Scratch.html	14.9 KB
03. Clone An Existing Repo.html	16.4 KB
04. Determine A Repo's Status.html	16.1 KB
05. Create A Repo - Outro-h7j4STDFCjs.ar.vtt	1.0 KB
05. Create A Repo - Outro-h7j4STDFCjs.en.vtt	0.7 KB
05. Create A Repo - Outro-h7j4STDFCjs.mp4	3.1 MB
05. Create A Repo - Outro-h7j4STDFCjs.pt-BR.vtt	0.8 KB
05. Create A Repo - Outro-h7j4STDFCjs.zh-CN.vtt	0.7 KB
05. Outro.html	5.2 KB
index.html	3.8 KB
/img/
ud123-l2-.git-directory.png	210.7 KB
ud123-l2-base-directory-git-repo.png	116.3 KB
ud123-l2-base-directory.png	84.6 KB
ud123-l2-course-git-blog-project-in-browser.png	991.8 KB
ud123-l2-git-clone.gif	150.9 KB
ud123-l2-git-init.gif	77.7 KB
ud123-l2-git-status-blog-project.gif	72.5 KB
ud123-l2-git-status-new-project.gif	66.9 KB
ud123-l2-new-git-project.png	109.1 KB
/Part 10-Module 01-Lesson 03_Review a Repo's History/
01. A Repository's History - Intro-UBmg3syQS0E.ar.vtt	5.0 KB
01. A Repository's History - Intro-UBmg3syQS0E.en.vtt	4.0 KB
01. A Repository's History - Intro-UBmg3syQS0E.mp4	12.9 MB
01. A Repository's History - Intro-UBmg3syQS0E.pt-BR.vtt	4.2 KB
01. A Repository's History - Intro-UBmg3syQS0E.zh-CN.vtt	3.5 KB
01. Intro.html	5.5 KB
02. Displaying A Repository's Commits.html	18.7 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.ar.vtt	2.4 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.en.vtt	1.7 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.mp4	2.3 MB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.pt-BR.vtt	1.8 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.zh-CN.vtt	1.5 KB
03. Changing How Git Log Displays Information.html	13.2 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.ar.vtt	1.5 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.en.vtt	1.2 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.mp4	1.9 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.pt-BR.vtt	1.2 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.zh-CN.vtt	1.1 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.ar.vtt	2.2 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.en.vtt	1.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.mp4	4.4 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.pt-BR.vtt	1.7 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.zh-CN.vtt	1.5 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.ar.vtt	1.3 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.en.vtt	1.0 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.mp4	1.7 MB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.pt-BR.vtt	1.1 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.zh-CN.vtt	0.9 KB
04. Viewing Modified Files.html	13.3 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.ar.vtt	7.1 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.en.vtt	5.4 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.mp4	6.5 MB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.pt-BR.vtt	5.7 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.zh-CN.vtt	4.8 KB
05. Viewing File Changes.html	16.6 KB
06. Viewing A Specific Commit.html	11.1 KB
07. A Repository's History - Outro-9rUf2HbdAd8.ar.vtt	1.5 KB
07. A Repository's History - Outro-9rUf2HbdAd8.en.vtt	1.0 KB
07. A Repository's History - Outro-9rUf2HbdAd8.mp4	4.6 MB
07. A Repository's History - Outro-9rUf2HbdAd8.pt-BR.vtt	1.1 KB
07. A Repository's History - Outro-9rUf2HbdAd8.zh-CN.vtt	0.9 KB
07. Outro.html	5.5 KB
index.html	4.0 KB
/img/
ud123-l3-git-log-output.png	293.3 KB
ud123-l3-git-log-p-lines-removed-annotated.png	272.3 KB
ud123-l3-git-log-p.png	112.7 KB
ud123-l3-git-log-stat.gif	211.7 KB
ud123-l3-git-log-vs-git-log-oneline.png	516.7 KB
ud123-l3-git-log-vs-git-log-stat.png	414.0 KB
ud123-l3-git-status-output.png	178.4 KB
ud123-l3-project-in-editor.png	501.8 KB
/Part 10-Module 01-Lesson 04_Add Commits To A Repo/
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.ar.vtt	2.6 KB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.en.vtt	2.0 KB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.mp4	7.8 MB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.pt-BR.vtt	1.8 KB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.zh-CN.vtt	1.9 KB
01. Intro.html	5.3 KB
02. Git Add.html	20.9 KB
03. Git Commit.html	21.6 KB
04. Commit Messages.html	11.3 KB
05. Git Diff.html	8.0 KB
06. Having Git Ignore Files.html	13.2 KB
07. Outro-5eyvsMvAPYs.ar.vtt	1.6 KB
07. Outro-5eyvsMvAPYs.en.vtt	1.4 KB
07. Outro-5eyvsMvAPYs.mp4	5.2 MB
07. Outro-5eyvsMvAPYs.pt-BR.vtt	1.4 KB
07. Outro-5eyvsMvAPYs.zh-CN.vtt	1.3 KB
07. Outro.html	5.2 KB
index.html	3.8 KB
/img/
ud123-l4-git-add-to-staging-recap.gif	2.1 MB
ud123-l4-git-add.gif	361.2 KB
ud123-l4-git-commit-details-section.png	373.2 KB
ud123-l4-git-commit-editor.png	320.6 KB
ud123-l4-git-commit-finished.png	189.1 KB
ud123-l4-git-commit-initial-commit.png	326.3 KB
ud123-l4-git-commit-terminal-hangs.png	113.7 KB
ud123-l4-git-diff.png	183.8 KB
ud123-l4-git-gitignore.png	196.0 KB
ud123-l4-git-ignore-word-doc.png	197.4 KB
ud123-l4-git-status-after-git-add.png	227.6 KB
ud123-l4-git-status-all-files.png	196.5 KB
ud123-l4-git-status-modified-files.png	213.5 KB
ud123-l4-git-status-with-untracked.png	228.3 KB
ud123-l4-git-status.png	171.6 KB
ud123-l4-new-git-project.png	113.1 KB
/Part 10-Module 01-Lesson 05_Tagging, Branching, and Merging/
01. Intro.html	5.4 KB
01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.ar.vtt	2.4 KB
01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.en.vtt	1.9 KB
01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.mp4	6.9 MB
01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.pt-BR.vtt	1.6 KB
01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.zh-CN.vtt	1.7 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.ar.vtt	2.2 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.en.vtt	1.7 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.mp4	1.1 MB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.pt-BR.vtt	1.6 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.zh-CN.vtt	1.6 KB
02. Tagging.html	18.3 KB
03. Branching.html	19.3 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.ar.vtt	6.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.en.vtt	5.0 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.mp4	3.7 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.pt-BR.vtt	4.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.zh-CN.vtt	4.6 KB
04. Branching Effectively.html	28.2 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.ar.vtt	0.8 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.en.vtt	0.7 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.mp4	511.5 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.pt-BR.vtt	0.6 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.zh-CN.vtt	0.6 KB
05. Merging.html	17.1 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.ar.vtt	2.6 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.en.vtt	1.8 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.mp4	1.5 MB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.pt-BR.vtt	1.7 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.zh-CN.vtt	1.7 KB
06. Merge Conflicts.html	20.2 KB
07. Outro-ot4fPX1jzOI.ar.vtt	1.5 KB
07. Outro-ot4fPX1jzOI.en.vtt	1.2 KB
07. Outro-ot4fPX1jzOI.mp4	4.0 MB
07. Outro-ot4fPX1jzOI.pt-BR.vtt	1.1 KB
07. Outro-ot4fPX1jzOI.zh-CN.vtt	1.1 KB
07. Outro.html	5.2 KB
index.html	3.8 KB
/img/
ud123-l5-branch-current.png	55.8 KB
ud123-l5-changes-add-color.png	168.1 KB
ud123-l5-editor-with-tag-message.png	287.6 KB
ud123-l5-git-branch-asterisk.png	138.1 KB
ud123-l5-git-branch-sidebar.png	153.0 KB
ud123-l5-git-branch.png	147.6 KB
ud123-l5-git-checkout-b-footer-master.png	188.4 KB
ud123-l5-git-checkout-sidebar.png	157.9 KB
ud123-l5-git-log-branches.png	147.3 KB
ud123-l5-git-log-decorate.png	271.7 KB
ud123-l5-git-log-graph-all.png	254.4 KB
ud123-l5-git-log-pre-tag.png	127.7 KB
ud123-l5-git-merge-conflict-indicators.png	344.0 KB
ud123-l5-git-merge-conflict-prep.png	311.0 KB
ud123-l5-git-merge-conflict-prep2.png	328.8 KB
ud123-l5-git-merge-conflict.png	198.4 KB
ud123-l5-git-merge-sidebar.png	181.2 KB
ud123-l5-git-tag-delete.png	184.7 KB
ud123-l5-git-tag.png	143.0 KB
ud123-l5-merge-fast-forward.gif	609.7 KB
ud123-l5-resolve-merge-conflict.gif	8.1 MB
/Part 10-Module 01-Lesson 06_Undoing Changes/
01. Intro.html	5.2 KB
01. Undoing Changes - Intro-Kfi7l41wUVc.ar.vtt	2.5 KB
01. Undoing Changes - Intro-Kfi7l41wUVc.en.vtt	1.9 KB
01. Undoing Changes - Intro-Kfi7l41wUVc.mp4	6.6 MB
01. Undoing Changes - Intro-Kfi7l41wUVc.pt-BR.vtt	1.8 KB
01. Undoing Changes - Intro-Kfi7l41wUVc.zh-CN.vtt	1.8 KB
02. Modifying The Last Commit.html	6.8 KB
03. Reverting A Commit.html	8.4 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.ar.vtt	3.7 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.en.vtt	2.9 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.mp4	2.2 MB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.pt-BR.vtt	2.7 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.zh-CN.vtt	2.5 KB
04. Resetting Commits.html	23.3 KB
05. Lesson Outro.html	5.2 KB
05. Undoing Changes--_PPVk2UZMU.ar.vtt	0.9 KB
05. Undoing Changes--_PPVk2UZMU.en.vtt	0.7 KB
05. Undoing Changes--_PPVk2UZMU.mp4	2.7 MB
05. Undoing Changes--_PPVk2UZMU.pt-BR.vtt	0.6 KB
05. Undoing Changes--_PPVk2UZMU.zh-CN.vtt	0.6 KB
06. Course Outro-twn_cheqoK8.ar.vtt	1.3 KB
06. Course Outro-twn_cheqoK8.en.vtt	1.0 KB
06. Course Outro-twn_cheqoK8.mp4	2.8 MB
06. Course Outro-twn_cheqoK8.pt-BR.vtt	0.9 KB
06. Course Outro-twn_cheqoK8.zh-CN.vtt	0.9 KB
06. Course Outro.html	5.7 KB
index.html	3.8 KB
/img/
ud123-l6-git-revert-hard.png	97.4 KB
ud123-l6-git-revert-mixed.png	128.9 KB
ud123-l6-git-revert-post.png	75.9 KB
ud123-l6-git-revert-prep.png	158.8 KB
ud123-l6-git-revert-soft.png	98.1 KB
/Part 10-Module 01-Lesson 07_Working With Remotes/
01. Intro-SBUOhyXcR1Q.ar.vtt	3.9 KB
01. Intro-SBUOhyXcR1Q.en.vtt	2.9 KB
01. Intro-SBUOhyXcR1Q.mp4	8.7 MB
01. Intro-SBUOhyXcR1Q.pt-BR.vtt	2.9 KB
01. Intro-SBUOhyXcR1Q.zh-CN.vtt	2.5 KB
01. Intro.html	6.3 KB
02. L1 - Remote Repos Intro-AnSlYftJnwA.ar.vtt	3.1 KB
02. L1 - Remote Repos Intro-AnSlYftJnwA.en.vtt	2.3 KB
02. L1 - Remote Repos Intro-AnSlYftJnwA.mp4	4.3 MB
02. L1 - Remote Repos Intro-AnSlYftJnwA.pt-BR.vtt	2.3 KB
02. L1 - Remote Repos Intro-AnSlYftJnwA.zh-CN.vtt	2.0 KB
02. L1 - Sending Branches To Remote-414f0ukhOTY.ar.vtt	1.3 KB
02. L1 - Sending Branches To Remote-414f0ukhOTY.en.vtt	1.0 KB
02. L1 - Sending Branches To Remote-414f0ukhOTY.mp4	846.5 KB
02. L1 - Sending Branches To Remote-414f0ukhOTY.pt-BR.vtt	1.0 KB
02. L1 - Sending Branches To Remote-414f0ukhOTY.zh-CN.vtt	1.0 KB
02. Remote Repositories.html	11.8 KB
03. Add A Remote Repository.html	32.3 KB
03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.ar.vtt	3.0 KB
03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.en.vtt	2.3 KB
03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.mp4	2.7 MB
03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.pt-BR.vtt	2.1 KB
03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.zh-CN.vtt	2.2 KB
04. L1 - Git Push In Theory-21TvMEtMRys.ar.vtt	0.9 KB
04. L1 - Git Push In Theory-21TvMEtMRys.en.vtt	0.7 KB
04. L1 - Git Push In Theory-21TvMEtMRys.mp4	671.9 KB
04. L1 - Git Push In Theory-21TvMEtMRys.pt-BR.vtt	0.7 KB
04. L1 - Git Push In Theory-21TvMEtMRys.zh-CN.vtt	0.6 KB
04. Push Changes To A Remote.html	14.4 KB
05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.ar.vtt	3.7 KB
05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.en.vtt	2.9 KB
05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.mp4	3.4 MB
05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.pt-BR.vtt	2.7 KB
05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.zh-CN.vtt	2.6 KB
05. L1 - Git Pull In Theory-MjNU2LTDVAA.ar.vtt	1.6 KB
05. L1 - Git Pull In Theory-MjNU2LTDVAA.en.vtt	1.0 KB
05. L1 - Git Pull In Theory-MjNU2LTDVAA.mp4	920.1 KB
05. L1 - Git Pull In Theory-MjNU2LTDVAA.pt-BR.vtt	1.0 KB
05. L1 - Git Pull In Theory-MjNU2LTDVAA.zh-CN.vtt	1.0 KB
05. Pulling Changes From A Remote.html	14.5 KB
06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.ar.vtt	2.1 KB
06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.en.vtt	1.5 KB
06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.mp4	1.4 MB
06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.pt-BR.vtt	1.5 KB
06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.zh-CN.vtt	1.5 KB
06. Pull Vs Fetch-kxXdk2HcOBo.ar.vtt	1.3 KB
06. Pull Vs Fetch-kxXdk2HcOBo.en.vtt	0.9 KB
06. Pull Vs Fetch-kxXdk2HcOBo.mp4	806.8 KB
06. Pull Vs Fetch-kxXdk2HcOBo.pt-BR.vtt	0.9 KB
06. Pull Vs Fetch-kxXdk2HcOBo.zh-CN.vtt	0.9 KB
06. Pull vs Fetch.html	8.5 KB
07. Lesson Wrap Up-6Koa4nAu-04.ar.vtt	0.9 KB
07. Lesson Wrap Up-6Koa4nAu-04.en.vtt	0.7 KB
07. Lesson Wrap Up-6Koa4nAu-04.mp4	3.0 MB
07. Lesson Wrap Up-6Koa4nAu-04.pt-BR.vtt	0.8 KB
07. Lesson Wrap Up-6Koa4nAu-04.zh-CN.vtt	0.7 KB
07. Lesson Wrap Up.html	5.3 KB
index.html	3.9 KB
/img/
ud456-l1-02-local-and-remote-repos.png	39.9 KB
ud456-l1-02-multiple-remote-repos.png	43.8 KB
ud456-l1-04-commit-count-local.png	151.1 KB
ud456-l1-04-commit-count-remote.png	418.5 KB
ud456-l1-04-git-pull.png	333.3 KB
ud456-l1-git-remote-add-terminal.png	255.2 KB
ud456-l1-git-remote-from-clone.png	190.7 KB
ud456-l1-git-remote-no-remote.png	143.7 KB
ud456-l1-git-remote-shortname.png	150.6 KB
ud456-l1-github-create-repo-page.png	339.7 KB
ud456-l1-github-homepage-new-repo-button.png	647.8 KB
ud456-l1-github-homepage.png	611.0 KB
ud456-l1-my-travel-plans-project.png	148.8 KB
ud456-l1-nav-bar-new-repo-link.png	69.8 KB
ud456-l1-project-commits.png	135.0 KB
ud456-l1-project-github-no-commits.png	423.2 KB
ud456-l1-project-on-github-focus.png	188.2 KB
ud456-l1-project-on-github.png	190.0 KB
ud456-l1-project-push-commits.png	336.1 KB
/Part 10-Module 01-Lesson 08_Working On Another Developer's Repository/
01. Intro-VkqtlJuZ9rs.ar.vtt	1.3 KB
01. Intro-VkqtlJuZ9rs.en.vtt	1.1 KB
01. Intro-VkqtlJuZ9rs.mp4	3.6 MB
01. Intro-VkqtlJuZ9rs.pt-BR.vtt	1.2 KB
01. Intro-VkqtlJuZ9rs.zh-CN.vtt	0.9 KB
01. Intro.html	5.0 KB
02. Forking A Repository.html	16.1 KB
02. Forking a Repository - What Is Forking-z4mkVwqVztc.ar.vtt	2.2 KB
02. Forking a Repository - What Is Forking-z4mkVwqVztc.en.vtt	1.8 KB
02. Forking a Repository - What Is Forking-z4mkVwqVztc.mp4	5.5 MB
02. Forking a Repository - What Is Forking-z4mkVwqVztc.pt-BR.vtt	1.8 KB
02. Forking a Repository - What Is Forking-z4mkVwqVztc.zh-CN.vtt	1.8 KB
02. L2 - Pushing To A Fork-WRgNpr19t48.ar.vtt	7.0 KB
02. L2 - Pushing To A Fork-WRgNpr19t48.en.vtt	5.5 KB
02. L2 - Pushing To A Fork-WRgNpr19t48.mp4	8.0 MB
02. L2 - Pushing To A Fork-WRgNpr19t48.pt-BR.vtt	5.4 KB
02. L2 - Pushing To A Fork-WRgNpr19t48.zh-CN.vtt	5.0 KB
03. Reviewing Existing Work.html	20.3 KB
04. Determining What To Work On.html	21.4 KB
index.html	3.7 KB
/img/
ud456-l2-02-clone-linked-to-fork.png	66.9 KB
ud456-l2-02-git-fork-error.png	158.7 KB
ud456-l2-03-clone-lighthouse-project.png	307.2 KB
ud456-l2-03-commit-with-description.png	303.2 KB
ud456-l2-03-git-log-author.png	261.5 KB
ud456-l2-03-git-shortlog-flags.png	254.4 KB
ud456-l2-03-git-shortlog.png	325.9 KB
ud456-l2-04-issue-comments.png	595.4 KB
ud456-l2-04-lighthouse-contributing-file.png	348.6 KB
ud456-l2-04-lighthouse-issues.png	517.8 KB
ud456-l2-04-new-issue-button.png	467.2 KB
ud456-l2-04-sign-contributor-license.png	291.6 KB
ud456-l2-04-submit-new-issue.png	335.0 KB
/Part 10-Module 01-Lesson 09_Staying In Sync With A Remote Repository/
01. Intro-j5RmK0UHOTY.ar.vtt	1.5 KB
01. Intro-j5RmK0UHOTY.en.vtt	1.1 KB
01. Intro-j5RmK0UHOTY.mp4	3.4 MB
01. Intro-j5RmK0UHOTY.pt-BR.vtt	1.1 KB
01. Intro-j5RmK0UHOTY.zh-CN.vtt	1.0 KB
01. Intro.html	5.2 KB
02. Create a Pull Request.html	10.1 KB
02. L3 - Pull Request In Action-d3AGtKmHxUk.ar.vtt	5.6 KB
02. L3 - Pull Request In Action-d3AGtKmHxUk.en.vtt	4.3 KB
02. L3 - Pull Request In Action-d3AGtKmHxUk.mp4	4.8 MB
02. L3 - Pull Request In Action-d3AGtKmHxUk.pt-BR.vtt	3.9 KB
02. L3 - Pull Request In Action-d3AGtKmHxUk.zh-CN.vtt	3.9 KB
02. L3 - Pull Request In Theory-twLr9ndsf90.ar.vtt	3.1 KB
02. L3 - Pull Request In Theory-twLr9ndsf90.en.vtt	2.3 KB
02. L3 - Pull Request In Theory-twLr9ndsf90.mp4	1.7 MB
02. L3 - Pull Request In Theory-twLr9ndsf90.pt-BR.vtt	2.4 KB
02. L3 - Pull Request In Theory-twLr9ndsf90.zh-CN.vtt	2.1 KB
03. L3 - Include Upstream Changes-VvoC6hN6FjU.ar.vtt	4.1 KB
03. L3 - Include Upstream Changes-VvoC6hN6FjU.en.vtt	3.4 KB
03. L3 - Include Upstream Changes-VvoC6hN6FjU.mp4	3.2 MB
03. L3 - Include Upstream Changes-VvoC6hN6FjU.pt-BR.vtt	3.9 KB
03. L3 - Include Upstream Changes-VvoC6hN6FjU.zh-CN.vtt	3.1 KB
03. Stay in sync with source project.html	19.8 KB
04. Manage an active PR.html	8.4 KB
05. L3 - Squashing In Action-cL6ehKtJLUM.ar.vtt	10.1 KB
05. L3 - Squashing In Action-cL6ehKtJLUM.en.vtt	7.4 KB
05. L3 - Squashing In Action-cL6ehKtJLUM.mp4	8.6 MB
05. L3 - Squashing In Action-cL6ehKtJLUM.pt-BR.vtt	7.0 KB
05. L3 - Squashing In Action-cL6ehKtJLUM.zh-CN.vtt	6.4 KB
05. L3 - Squashing In Theory-H5JqcdIB5y0.ar.vtt	4.9 KB
05. L3 - Squashing In Theory-H5JqcdIB5y0.en.vtt	3.5 KB
05. L3 - Squashing In Theory-H5JqcdIB5y0.mp4	2.6 MB
05. L3 - Squashing In Theory-H5JqcdIB5y0.pt-BR.vtt	3.3 KB
05. L3 - Squashing In Theory-H5JqcdIB5y0.zh-CN.vtt	3.1 KB
05. L3 - Squashing Introduction-mRbeT2XVL9w.ar.vtt	1.7 KB
05. L3 - Squashing Introduction-mRbeT2XVL9w.en.vtt	1.4 KB
05. L3 - Squashing Introduction-mRbeT2XVL9w.mp4	4.6 MB
05. L3 - Squashing Introduction-mRbeT2XVL9w.pt-BR.vtt	1.4 KB
05. L3 - Squashing Introduction-mRbeT2XVL9w.zh-CN.vtt	1.2 KB
05. Squash Commits.html	15.4 KB
06. Course Wrap Up-66Ut8Bv6kgc.ar.vtt	1.7 KB
06. Course Wrap Up-66Ut8Bv6kgc.en.vtt	1.4 KB
06. Course Wrap Up-66Ut8Bv6kgc.mp4	4.2 MB
06. Course Wrap Up-66Ut8Bv6kgc.pt-BR.vtt	1.3 KB
06. Course Wrap Up-66Ut8Bv6kgc.zh-CN.vtt	1.2 KB
06. Course Wrap Up.html	6.8 KB
index.html	3.9 KB
/img/
ud456-l3-03-add-upstream-remote.png	141.2 KB
ud456-l3-03-fetch-upstream-changes.png	90.2 KB
ud456-l3-03-git-log-of-upstream-changes.png	147.2 KB
ud456-l3-03-git-remotes-origin.png	91.4 KB
ud456-l3-03-rename-repos.png	156.9 KB
ud456-l3-03-starred-repos.png	444.3 KB
ud456-l3-03-watched-repos.png	461.7 KB
ud456-l3-04-pull-request-comment.png	532.1 KB
/Part 11-Module 01-Lesson 01_Introduction/
01. Our Goal .html	5.3 KB
02. Instructors.html	6.7 KB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt	7.2 KB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4	9.0 MB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt	7.3 KB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt	6.3 KB
03. Essence of Linear Algebra.html	5.3 KB
04. Structure of this lesson.html	6.8 KB
05. Working with Equations.html	9.9 KB
06. Try our workspace out!.html	6.7 KB
07. Try our workspace again!.html	8.0 KB
index.html	3.9 KB
/img/
cp1a9390.jpg	65.2 KB
grant.png	583.6 KB
img-4646.jpg	27.8 KB
screen-shot-2018-01-19-at-1.05.48-pm.png	286.4 KB
screen-shot-2018-01-19-at-1.14.23-pm.png	367.2 KB
screen-shot-2018-01-19-at-1.57.42-pm.png	117.0 KB
screen-shot-2018-01-19-at-1.58.00-pm.png	129.1 KB
screen-shot-2018-01-19-at-2.24.21-pm.png	224.0 KB
screen-shot-2018-01-19-at-2.28.03-pm.png	92.9 KB
screen-shot-2018-02-21-at-6.41.35-pm.png	19.2 KB
screen-shot-2018-04-02-at-4.25.41-pm.png	99.9 KB
/Part 11-Module 01-Lesson 02_Vectors/
01. Vectors 1-oPBz-MLVUHk.en.vtt	4.7 KB
01. Vectors 1-oPBz-MLVUHk.mp4	5.1 MB
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt	4.5 KB
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt	4.1 KB
01. What's a Vector.html	6.1 KB
02. Vectors 2-R7WiQYixvRQ.en.vtt	2.9 KB
02. Vectors 2-R7WiQYixvRQ.mp4	2.6 MB
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt	2.6 KB
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt	2.3 KB
02. Vectors, what even are they Part 2.html	6.1 KB
03. Vectors 3-mWV_MpEjz9c.en.vtt	6.0 KB
03. Vectors 3-mWV_MpEjz9c.mp4	6.6 MB
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt	5.6 KB
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt	5.1 KB
03. Vectors, what even are they Part 3.html	6.1 KB
04. Vectors- Mathematical definition .html	9.4 KB
05. Transpose.html	7.6 KB
06. Magnitude and Direction .html	8.9 KB
07. Vectors- Quiz 1.html	7.4 KB
08. Operations in the Field.html	7.0 KB
09. Vector Addition.html	6.7 KB
10. Vectors- Quiz 2.html	7.8 KB
11. Scalar by Vector Multiplication.html	6.6 KB
12. Vectors Quiz 3.html	8.9 KB
13. Vectors Quiz Answers.html	7.1 KB
index.html	4.5 KB
/img/
screen-shot-2018-01-23-at-10.49.16-am.png	43.4 KB
screen-shot-2018-01-23-at-11.30.13-am.png	95.0 KB
screen-shot-2018-01-24-at-2.27.07-pm.png	115.9 KB
screen-shot-2018-01-24-at-3.13.49-pm.png	209.5 KB
screen-shot-2018-03-21-at-2.40.42-pm.png	49.7 KB
/Part 11-Module 01-Lesson 03_Linear Combination/
01. Linear Combination. Part 1.html	5.7 KB
01. Linear Combinations 1-fmal7UE7dEE.en.vtt	6.9 KB
01. Linear Combinations 1-fmal7UE7dEE.mp4	8.7 MB
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt	7.2 KB
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt	6.0 KB
02. Linear Combination. Part 2.html	5.7 KB
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt	7.4 KB
02. Linear Combinations 2-RsKJNDTb8nw.mp4	14.9 MB
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt	7.2 KB
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt	6.5 KB
03. Linear Combination and Span.html	9.6 KB
04. Linear Combination -Quiz 1.html	8.2 KB
05. Linear Dependency .html	7.3 KB
06. Solving a Simplified Set of Equations.html	13.4 KB
07. Linear Combination - Quiz 2.html	7.7 KB
08. Linear Combination - Quiz 3.html	8.0 KB
index.html	4.1 KB
/img/
screen-shot-2018-01-26-at-10.16.48-pm.png	45.6 KB
screen-shot-2018-01-26-at-11.05.49-pm.png	331.7 KB
screen-shot-2018-01-26-at-11.16.45-pm.png	45.5 KB
screen-shot-2018-01-26-at-11.21.42-pm.png	45.3 KB
screen-shot-2018-01-26-at-11.48.02-pm.png	44.4 KB
screen-shot-2018-01-29-at-11.49.47-am.png	67.0 KB
screen-shot-2018-01-29-at-11.51.35-am.png	86.3 KB
screen-shot-2018-03-28-at-4.44.34-pm.png	31.5 KB
screen-shot-2018-03-28-at-4.52.09-pm.png	9.5 KB
screen-shot-2018-03-28-at-5.11.09-pm.png	32.8 KB
screen-shot-2018-03-28-at-5.15.59-pm.png	32.9 KB
/Part 11-Module 01-Lesson 04_Linear Transformation and Matrices/
01. What is a Matrix.html	8.3 KB
02. Matrix Addition.html	8.7 KB
03. Matrix Addition Quiz.html	7.9 KB
04. Scalar Multiplication of Matrix and Quiz.html	9.0 KB
05. Multiplication of a Square Matrices.html	10.2 KB
06. Square Matrix Multiplication Quiz.html	8.8 KB
07. Matrix Multiplication - General.html	10.1 KB
08. Matrix Multiplication Quiz.html	9.2 KB
09. Linear Transformation and Matrices . Part 1.html	6.5 KB
09. Linear Transformations 1-99jYIxBRDww.en.vtt	5.7 KB
09. Linear Transformations 1-99jYIxBRDww.mp4	21.8 MB
09. Linear Transformations 1-99jYIxBRDww.pt-BR.vtt	5.9 KB
09. Linear Transformations 1-99jYIxBRDww.zh-CN.vtt	4.8 KB
10. Linear Transformation and Matrices. Part 2.html	6.3 KB
10. Linear Transformations 2-imtEd8M6__s.en.vtt	5.0 KB
10. Linear Transformations 2-imtEd8M6__s.mp4	14.1 MB
10. Linear Transformations 2-imtEd8M6__s.pt-BR.vtt	5.3 KB
10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt	4.4 KB
11. Linear Transformation and Matrices. Part 3.html	6.2 KB
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt	5.2 KB
11. Linear Transformations 3-g_yTyRwMzXU.mp4	21.1 MB
11. Linear Transformations 3-g_yTyRwMzXU.pt-BR.vtt	5.3 KB
11. Linear Transformations 3-g_yTyRwMzXU.zh-CN.vtt	4.6 KB
12. Linear Transformation Quiz Answers.html	12.2 KB
index.html	4.6 KB
/img/
screen-shot-2018-02-14-at-10.47.52-am.png	52.7 KB
screen-shot-2018-02-14-at-3.59.39-pm.png	105.4 KB
screen-shot-2018-02-14-at-6.07.26-pm.png	120.3 KB
/Part 12-Module 01-Lesson 01_Descriptive Statistics - Part I/
01. Introduce Instructors.html	8.2 KB
01. Instructors Introduction-lIvm8urf4GE.ar.vtt	1.2 KB
01. Instructors Introduction-lIvm8urf4GE.en.vtt	1.0 KB
01. Instructors Introduction-lIvm8urf4GE.mp4	3.0 MB
01. Instructors Introduction-lIvm8urf4GE.pt-BR.vtt	1.0 KB
01. Instructors Introduction-lIvm8urf4GE.zh-CN.vtt	0.9 KB
02. Text Optional Lessons Note.html	8.5 KB
03. Video Welcome!.html	8.4 KB
03. What Is Coming Up-oDJsnQcCPr4.ar.vtt	1.3 KB
03. What Is Coming Up-oDJsnQcCPr4.en.vtt	1.0 KB
03. What Is Coming Up-oDJsnQcCPr4.mp4	2.3 MB
03. What Is Coming Up-oDJsnQcCPr4.pt-BR.vtt	1.1 KB
03. What Is Coming Up-oDJsnQcCPr4.zh-CN.vtt	0.9 KB
04. Video What is Data Why is it important.html	8.2 KB
04. What is Data-ldTDAjrVsA8.ar.vtt	2.0 KB
04. What is Data-ldTDAjrVsA8.en.vtt	1.3 KB
04. What is Data-ldTDAjrVsA8.mp4	3.0 MB
04. What is Data-ldTDAjrVsA8.pt-BR.vtt	1.5 KB
04. What is Data-ldTDAjrVsA8.zh-CN.vtt	1.2 KB
05. Data Types-gT6EYlsLZkE.ar.vtt	2.7 KB
05. Data Types-gT6EYlsLZkE.en.vtt	1.9 KB
05. Data Types-gT6EYlsLZkE.mp4	2.2 MB
05. Data Types-gT6EYlsLZkE.pt-BR.vtt	2.0 KB
05. Data Types-gT6EYlsLZkE.zh-CN.vtt	1.8 KB
05. Video Data Types (Quantitative vs. Categorical).html	8.7 KB
06. Quiz Data Types (Quantitative vs. Categorical).html	15.3 KB
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.ar.vtt	1.3 KB
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.en.vtt	1.0 KB
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.mp4	1.8 MB
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.pt-BR.vtt	1.2 KB
07. Categorical Ordinal Nominal Data-k5bLaPGY2Vw.zh-CN.vtt	0.9 KB
07. Video Data Types (Ordinal vs. Nominal).html	8.9 KB
08. Continuous vs. Discrete Data-BzgZebZD9kk.ar.vtt	2.3 KB
08. Continuous vs. Discrete Data-BzgZebZD9kk.en.vtt	1.6 KB
08. Continuous vs. Discrete Data-BzgZebZD9kk.mp4	4.0 MB
08. Continuous vs. Discrete Data-BzgZebZD9kk.pt-BR.vtt	1.7 KB
08. Continuous vs. Discrete Data-BzgZebZD9kk.zh-CN.vtt	1.4 KB
08. Video Data Types (Continuous vs. Discrete).html	9.0 KB
09. Data Types Summary-T-KrQoAJUpI.ar.vtt	1.2 KB
09. Data Types Summary-T-KrQoAJUpI.en.vtt	0.8 KB
09. Data Types Summary-T-KrQoAJUpI.mp4	2.3 MB
09. Data Types Summary-T-KrQoAJUpI.pt-BR.vtt	0.9 KB
09. Data Types Summary-T-KrQoAJUpI.zh-CN.vtt	0.8 KB
09. Video Data Types Summary.html	8.2 KB
10. Text + Quiz Data Types (Ordinal vs. Nominal).html	14.8 KB
11. Data Types (Continuous vs. Discrete).html	9.6 KB
12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt	3.2 KB
12. Introduction to Summary Statistics-PCZmHCrcMcw.en.vtt	2.4 KB
12. Introduction to Summary Statistics-PCZmHCrcMcw.mp4	4.2 MB
12. Introduction to Summary Statistics-PCZmHCrcMcw.pt-BR.vtt	2.6 KB
12. Introduction to Summary Statistics-PCZmHCrcMcw.zh-CN.vtt	2.1 KB
12. Video Introduction to Summary Statistics.html	8.3 KB
13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt	3.2 KB
13. Calculating the Mean-1nzZxmJ8xvU.en.vtt	2.4 KB
13. Calculating the Mean-1nzZxmJ8xvU.mp4	5.7 MB
13. Calculating the Mean-1nzZxmJ8xvU.pt-BR.vtt	2.6 KB
13. Calculating the Mean-1nzZxmJ8xvU.zh-CN.vtt	2.2 KB
13. Video Measures of Center (Mean).html	9.8 KB
14. Measures of Center (Mean).html	10.6 KB
15. The Median-WlT3eeW0rb0.ar.vtt	3.3 KB
15. The Median-WlT3eeW0rb0.en.vtt	2.5 KB
15. The Median-WlT3eeW0rb0.mp4	4.0 MB
15. The Median-WlT3eeW0rb0.pt-BR.vtt	2.7 KB
15. The Median-WlT3eeW0rb0.zh-CN.vtt	2.0 KB
15. Video Measures of Center (Median).html	9.6 KB
16. Measures of Center (Median).html	9.9 KB
17. Measures of Center - The Mode-NE81NZgECqg.ar.vtt	0.9 KB
17. Measures of Center - The Mode-NE81NZgECqg.en.vtt	0.7 KB
17. Measures of Center - The Mode-NE81NZgECqg.mp4	977.5 KB
17. Measures of Center - The Mode-NE81NZgECqg.pt-BR.vtt	0.6 KB
17. Measures of Center - The Mode-NE81NZgECqg.zh-CN.vtt	0.6 KB
17. Video Measures of Center (Mode).html	9.2 KB
18. Measures of Center (Mode).html	15.0 KB
19. Video What is Notation.html	10.4 KB
19. What is Notation-MaHV5cKfcmE.ar.vtt	2.0 KB
19. What is Notation-MaHV5cKfcmE.en.vtt	1.5 KB
19. What is Notation-MaHV5cKfcmE.mp4	5.1 MB
19. What is Notation-MaHV5cKfcmE.pt-BR.vtt	1.8 KB
19. What is Notation-MaHV5cKfcmE.zh-CN.vtt	1.5 KB
20. Notation for Random Variables-8NxTW1u4s-Y.ar.vtt	6.3 KB
20. Notation for Random Variables-8NxTW1u4s-Y.en.vtt	4.8 KB
20. Notation for Random Variables-8NxTW1u4s-Y.mp4	5.9 MB
20. Notation for Random Variables-8NxTW1u4s-Y.pt-BR.vtt	5.2 KB
20. Notation for Random Variables-8NxTW1u4s-Y.zh-CN.vtt	4.3 KB
20. Video Random Variables.html	11.1 KB
21. Quiz Variable Types.html	10.3 KB
22. Random Observed Values-KFIt2OC3wCI.ar.vtt	3.6 KB
22. Random Observed Values-KFIt2OC3wCI.en.vtt	2.8 KB
22. Random Observed Values-KFIt2OC3wCI.mp4	4.7 MB
22. Random Observed Values-KFIt2OC3wCI.pt-BR.vtt	3.0 KB
22. Random Observed Values-KFIt2OC3wCI.zh-CN.vtt	2.4 KB
22. Video Capital vs. Lower.html	11.4 KB
23. Quiz Introduction to Notation.html	11.6 KB
24. There Must Be A Better Way-oBp8YX2AgJw.ar.vtt	2.3 KB
24. There Must Be A Better Way-oBp8YX2AgJw.en.vtt	1.7 KB
24. There Must Be A Better Way-oBp8YX2AgJw.mp4	3.4 MB
24. There Must Be A Better Way-oBp8YX2AgJw.pt-BR.vtt	1.6 KB
24. There Must Be A Better Way-oBp8YX2AgJw.zh-CN.vtt	1.5 KB
24. Video Better Way.html	9.1 KB
25. Aggregations-ADx1x2ljFB4.ar.vtt	3.6 KB
25. Aggregations-ADx1x2ljFB4.en.vtt	3.0 KB
25. Aggregations-ADx1x2ljFB4.mp4	5.4 MB
25. Aggregations-ADx1x2ljFB4.pt-BR.vtt	2.9 KB
25. Aggregations-ADx1x2ljFB4.zh-CN.vtt	2.6 KB
25. Video Summation.html	11.6 KB
26. Notation for the Mean-3EF15AoRxyM.ar.vtt	2.9 KB
26. Notation for the Mean-3EF15AoRxyM.en.vtt	2.1 KB
26. Notation for the Mean-3EF15AoRxyM.mp4	3.2 MB
26. Notation for the Mean-3EF15AoRxyM.pt-BR.vtt	2.3 KB
26. Notation for the Mean-3EF15AoRxyM.zh-CN.vtt	1.9 KB
26. Video Notation for the Mean.html	9.7 KB
27. Quiz Summation.html	11.4 KB
28. Quiz Notation for the Mean.html	13.9 KB
29. Text Summary on Notation.html	10.7 KB
index.html	6.2 KB
/img/
mat-headshot.png	184.3 KB
/Part 12-Module 01-Lesson 02_Descriptive Statistics - Part II/
01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt	1.2 KB
01. 26 Spread Part 1-zb76Z_viYLY.en.vtt	0.9 KB
01. 26 Spread Part 1-zb76Z_viYLY.mp4	1.9 MB
01. 26 Spread Part 1-zb76Z_viYLY.pt-BR.vtt	0.9 KB
01. 26 Spread Part 1-zb76Z_viYLY.zh-CN.vtt	0.8 KB
01. Video What are Measures of Spread.html	9.6 KB
02. Histograms-4t10RgUv2Fc.ar.vtt	2.3 KB
02. Histograms-4t10RgUv2Fc.en.vtt	1.6 KB
02. Histograms-4t10RgUv2Fc.mp4	2.7 MB
02. Histograms-4t10RgUv2Fc.pt-BR.vtt	1.8 KB
02. Histograms-4t10RgUv2Fc.zh-CN.vtt	1.4 KB
02. Video Histograms.html	9.4 KB
03. Video Weekdays vs. Weekends What is the Difference.html	9.1 KB
03. What is the Difference-I3tQvrCgNrQ.ar.vtt	1.9 KB
03. What is the Difference-I3tQvrCgNrQ.en.vtt	1.3 KB
03. What is the Difference-I3tQvrCgNrQ.mp4	1.3 MB
03. What is the Difference-I3tQvrCgNrQ.pt-BR.vtt	1.5 KB
03. What is the Difference-I3tQvrCgNrQ.zh-CN.vtt	1.1 KB
04. 29 Number Summary-gzUN5zKLHjQ.ar.vtt	4.8 KB
04. 29 Number Summary-gzUN5zKLHjQ.en.vtt	3.6 KB
04. 29 Number Summary-gzUN5zKLHjQ.mp4	4.6 MB
04. 29 Number Summary-gzUN5zKLHjQ.pt-BR.vtt	4.0 KB
04. 29 Number Summary-gzUN5zKLHjQ.zh-CN.vtt	3.0 KB
04. Video Introduction to Five Number Summary.html	10.5 KB
05. Quiz 5 Number Summary Practice.html	10.4 KB
06. 5 Number Summary to Variance-Ljhau0hrZ1g.ar.vtt	2.3 KB
06. 5 Number Summary to Variance-Ljhau0hrZ1g.en.vtt	1.6 KB
06. 5 Number Summary to Variance-Ljhau0hrZ1g.mp4	3.0 MB
06. 5 Number Summary to Variance-Ljhau0hrZ1g.pt-BR.vtt	1.8 KB
06. 5 Number Summary to Variance-Ljhau0hrZ1g.zh-CN.vtt	1.4 KB
06. Video What if We Only Want One Number.html	9.1 KB
07. Video Introduction to Standard Deviation and Variance.html	9.9 KB
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.ar.vtt	3.5 KB
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.en.vtt	2.8 KB
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.mp4	5.5 MB
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.pt-BR.vtt	2.9 KB
07. What is the Standard Deviation Measuring-IbwUJ3ORZ5s.zh-CN.vtt	2.3 KB
08. Standard Deviation Calculation-H5zA1A-XPoY.ar.vtt	4.9 KB
08. Standard Deviation Calculation-H5zA1A-XPoY.en.vtt	3.8 KB
08. Standard Deviation Calculation-H5zA1A-XPoY.mp4	7.1 MB
08. Standard Deviation Calculation-H5zA1A-XPoY.pt-BR.vtt	4.0 KB
08. Standard Deviation Calculation-H5zA1A-XPoY.zh-CN.vtt	3.0 KB
08. Video Standard Deviation Calculation.html	9.3 KB
09. Measures of Spread (Calculation and Units).html	10.0 KB
10. Text Introduction to the Standard Deviation and Variance.html	12.2 KB
11. Video Why the Standard Deviation.html	9.0 KB
11. Why the Standard Deviation-XlTBvjQ2t8w.ar.vtt	2.2 KB
11. Why the Standard Deviation-XlTBvjQ2t8w.en.vtt	1.6 KB
11. Why the Standard Deviation-XlTBvjQ2t8w.mp4	6.9 MB
11. Why the Standard Deviation-XlTBvjQ2t8w.pt-BR.vtt	1.6 KB
11. Why the Standard Deviation-XlTBvjQ2t8w.zh-CN.vtt	1.3 KB
12. Variance Standard Deviation Final Points-vXUgp2375j4.ar.vtt	2.9 KB
12. Variance Standard Deviation Final Points-vXUgp2375j4.en.vtt	2.0 KB
12. Variance Standard Deviation Final Points-vXUgp2375j4.mp4	5.6 MB
12. Variance Standard Deviation Final Points-vXUgp2375j4.pt-BR.vtt	2.2 KB
12. Variance Standard Deviation Final Points-vXUgp2375j4.zh-CN.vtt	1.6 KB
12. Video Important Final Points.html	10.6 KB
13. Advanced Standard Deviation and Variance.html	12.4 KB
14. Quiz Applied Standard Deviation and Variance.html	14.5 KB
15. Homework 1 Final Quiz on Measures Spread.html	13.6 KB
16. Text Measures of Center and Spread Summary.html	11.8 KB
17. Shape of Distributions-UnN99AAYf8k.ar.vtt	4.2 KB
17. Shape of Distributions-UnN99AAYf8k.en.vtt	3.0 KB
17. Shape of Distributions-UnN99AAYf8k.mp4	3.3 MB
17. Shape of Distributions-UnN99AAYf8k.pt-BR.vtt	3.0 KB
17. Shape of Distributions-UnN99AAYf8k.zh-CN.vtt	2.4 KB
17. Video Shape.html	10.4 KB
18. Data in the Real World-HmipezTjTDY.ar.vtt	2.1 KB
18. Data in the Real World-HmipezTjTDY.en.vtt	1.6 KB
18. Data in the Real World-HmipezTjTDY.mp4	4.0 MB
18. Data in the Real World-HmipezTjTDY.pt-BR.vtt	1.8 KB
18. Data in the Real World-HmipezTjTDY.zh-CN.vtt	1.4 KB
18. Video The Shape For Data In The World.html	9.7 KB
19. Quiz Shape and Outliers (What's the Impact).html	12.2 KB
20. Outliers-HKIsvkZUZfo.ar.vtt	3.6 KB
20. Outliers-HKIsvkZUZfo.en.vtt	2.7 KB
20. Outliers-HKIsvkZUZfo.mp4	6.0 MB
20. Outliers-HKIsvkZUZfo.pt-BR.vtt	2.8 KB
20. Outliers-HKIsvkZUZfo.zh-CN.vtt	2.3 KB
20. Video Shape and Outliers.html	9.6 KB
21. Video Working With Outliers.html	9.7 KB
21. Working with Outliers-4RnQjtJB8t8.ar.vtt	3.0 KB
21. Working with Outliers-4RnQjtJB8t8.en.vtt	2.2 KB
21. Working with Outliers-4RnQjtJB8t8.mp4	5.1 MB
21. Working with Outliers-4RnQjtJB8t8.pt-BR.vtt	2.5 KB
21. Working with Outliers-4RnQjtJB8t8.zh-CN.vtt	1.9 KB
22. Outliers Advice-BhhDoTgYQmI.ar.vtt	2.0 KB
22. Outliers Advice-BhhDoTgYQmI.en.vtt	1.5 KB
22. Outliers Advice-BhhDoTgYQmI.mp4	4.0 MB
22. Outliers Advice-BhhDoTgYQmI.pt-BR.vtt	1.7 KB
22. Outliers Advice-BhhDoTgYQmI.zh-CN.vtt	1.3 KB
22. Video Working With Outliers My Advice.html	10.3 KB
23. Quiz Shape and Outliers (Comparing Distributions).html	15.5 KB
24. Quiz Shape and Outliers (Visuals).html	14.5 KB
25. Quiz Shape and Outliers (Final Quiz).html	15.4 KB
26. Text Descriptive Statistics Summary .html	12.6 KB
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt	4.9 KB
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt	3.3 KB
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4	6.5 MB
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt	3.6 KB
27. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt	2.8 KB
27. Video Descriptive vs. Inferential Statistics.html	10.1 KB
28. Quiz Descriptive vs. Inferential (Udacity Students).html	11.2 KB
29. Quiz Descriptive vs. Inferential (Bagels).html	17.2 KB
30. Text Descriptive vs. Inferential Summary.html	10.7 KB
31. Descriptive Statistics Summary-Fe7Gta2SfLA.ar.vtt	0.7 KB
31. Descriptive Statistics Summary-Fe7Gta2SfLA.en.vtt	0.5 KB
31. Descriptive Statistics Summary-Fe7Gta2SfLA.mp4	2.0 MB
31. Descriptive Statistics Summary-Fe7Gta2SfLA.pt-BR.vtt	0.5 KB
31. Descriptive Statistics Summary-Fe7Gta2SfLA.zh-CN.vtt	0.4 KB
31. Video Summary.html	9.0 KB
index.html	7.0 KB
/img/
histogram-nonnormal.png	36.2 KB
iris-box-plot.png	16.2 KB
screen-shot-2017-06-26-at-2.11.18-pm.png	71.9 KB
screen-shot-2017-06-26-at-3.47.37-pm.png	79.1 KB
/Part 12-Module 01-Lesson 03_Admissions Case Study/
01. Admissions Case Study Introduction-FGbxq1hQgtk.ar.vtt	0.8 KB
01. Admissions Case Study Introduction-FGbxq1hQgtk.en.vtt	0.7 KB
01. Admissions Case Study Introduction-FGbxq1hQgtk.mp4	2.2 MB
01. Admissions Case Study Introduction-FGbxq1hQgtk.pt-BR.vtt	0.6 KB
01. Admissions Case Study Introduction-FGbxq1hQgtk.zh-CN.vtt	0.6 KB
01. Admissions Case Study Introduction.html	6.1 KB
02. Admissions 1-CLgVLQAEYw8.ar.vtt	1.5 KB
02. Admissions 1-CLgVLQAEYw8.en.vtt	1.1 KB
02. Admissions 1-CLgVLQAEYw8.es-ES.vtt	1.2 KB
02. Admissions 1-CLgVLQAEYw8.hr.vtt	1.1 KB
02. Admissions 1-CLgVLQAEYw8.it.vtt	1.1 KB
02. Admissions 1-CLgVLQAEYw8.ja.vtt	1.1 KB
02. Admissions 1-CLgVLQAEYw8.mp4	8.0 MB
02. Admissions 1-CLgVLQAEYw8.pt-BR.vtt	1.3 KB
02. Admissions 1-CLgVLQAEYw8.pt-PT.vtt	1.2 KB
02. Admissions 1-CLgVLQAEYw8.tr.vtt	1.2 KB
02. Admissions 1-CLgVLQAEYw8.zh-CN.vtt	1.1 KB
02. Admissions 1-CLgVLQAEYw8.zh-Hans.vtt	1.1 KB
02. Admissions 1-f3y_weFskL4.ar.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.en.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.es-ES.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.hr.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.it.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.ja.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.mp4	330.8 KB
02. Admissions 1-f3y_weFskL4.pt-BR.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.pt-PT.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.tr.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.zh-CN.vtt	0.1 KB
02. Admissions 1-f3y_weFskL4.zh-Hans.vtt	0.1 KB
02. Admissions 1.html	8.8 KB
03. Admissions 2-o91iPvtqt78.ar.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.en.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.es-ES.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.hr.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.it.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.ja.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.mp4	347.4 KB
03. Admissions 2-o91iPvtqt78.pt-BR.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.zh-CN.vtt	0.1 KB
03. Admissions 2-o91iPvtqt78.zh-Hans.vtt	0.1 KB
03. Admissions 2-pJrwiukN3Ls.ar.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.en.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.es-ES.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.hr.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.it.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.ja.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.mp4	1.3 MB
03. Admissions 2-pJrwiukN3Ls.pt-BR.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.pt-PT.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.zh-CN.vtt	0.2 KB
03. Admissions 2-pJrwiukN3Ls.zh-Hans.vtt	0.2 KB
03. Admissions 2.html	8.5 KB
04. Admissions 3-iKTYAsZLbhc.ar.vtt	0.7 KB
04. Admissions 3-iKTYAsZLbhc.en.vtt	0.6 KB
04. Admissions 3-iKTYAsZLbhc.es-ES.vtt	0.7 KB
04. Admissions 3-iKTYAsZLbhc.hr.vtt	0.7 KB
04. Admissions 3-iKTYAsZLbhc.it.vtt	0.7 KB
04. Admissions 3-iKTYAsZLbhc.ja.vtt	0.6 KB
04. Admissions 3-iKTYAsZLbhc.mp4	1.6 MB
04. Admissions 3-iKTYAsZLbhc.pt-BR.vtt	0.7 KB
04. Admissions 3-iKTYAsZLbhc.zh-CN.vtt	0.6 KB
04. Admissions 3-iKTYAsZLbhc.zh-Hans.vtt	0.6 KB
04. Admissions 3-rDw0TIpwJ-c.ar.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.en.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.es-ES.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.hr.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.it.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.ja.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.mp4	478.6 KB
04. Admissions 3-rDw0TIpwJ-c.pt-BR.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.zh-CN.vtt	0.1 KB
04. Admissions 3-rDw0TIpwJ-c.zh-Hans.vtt	0.1 KB
04. Admissions 3.html	8.4 KB
05. Admissions 4--GMhV1twy6Y.ar.vtt	0.2 KB
05. Admissions 4--GMhV1twy6Y.en.vtt	0.1 KB
05. Admissions 4--GMhV1twy6Y.es-ES.vtt	0.1 KB
05. Admissions 4--GMhV1twy6Y.hr.vtt	0.1 KB
05. Admissions 4--GMhV1twy6Y.it.vtt	0.2 KB
05. Admissions 4--GMhV1twy6Y.ja.vtt	0.2 KB
05. Admissions 4--GMhV1twy6Y.mp4	535.6 KB
05. Admissions 4--GMhV1twy6Y.pt-BR.vtt	0.1 KB
05. Admissions 4--GMhV1twy6Y.zh-CN.vtt	0.1 KB
05. Admissions 4--GMhV1twy6Y.zh-Hans.vtt	0.1 KB
05. Admissions 4-GD6cQhkoqS4.ar.vtt	0.1 KB
05. Admissions 4-GD6cQhkoqS4.en.vtt	0.1 KB
05. Admissions 4-GD6cQhkoqS4.hr.vtt	0.1 KB
05. Admissions 4-GD6cQhkoqS4.it.vtt	0.1 KB
05. Admissions 4-GD6cQhkoqS4.ja.vtt	0.1 KB
05. Admissions 4-GD6cQhkoqS4.mp4	851.7 KB
05. Admissions 4-GD6cQhkoqS4.pt-BR.vtt	0.1 KB
05. Admissions 4-GD6cQhkoqS4.zh-CN.vtt	0.1 KB
05. Admissions 4.html	8.1 KB
06. Gender Bias-DeWp0hnRq4g.ar.vtt	0.4 KB
06. Gender Bias-DeWp0hnRq4g.en.vtt	0.3 KB
06. Gender Bias-DeWp0hnRq4g.hr.vtt	0.3 KB
06. Gender Bias-DeWp0hnRq4g.it.vtt	0.3 KB
06. Gender Bias-DeWp0hnRq4g.ja.vtt	0.3 KB
06. Gender Bias-DeWp0hnRq4g.mp4	1.6 MB
06. Gender Bias-DeWp0hnRq4g.pt-BR.vtt	0.3 KB
06. Gender Bias-DeWp0hnRq4g.zh-CN.vtt	0.3 KB
06. Gender Bias-JWl8lPGhlbY.ar.vtt	0.5 KB
06. Gender Bias-JWl8lPGhlbY.en.vtt	0.5 KB
06. Gender Bias-JWl8lPGhlbY.hr.vtt	0.4 KB
06. Gender Bias-JWl8lPGhlbY.it.vtt	0.5 KB
06. Gender Bias-JWl8lPGhlbY.ja.vtt	0.5 KB
06. Gender Bias-JWl8lPGhlbY.mp4	1.9 MB
06. Gender Bias-JWl8lPGhlbY.pt-BR.vtt	0.4 KB
06. Gender Bias-JWl8lPGhlbY.zh-CN.vtt	0.4 KB
06. Gender Bias.html	8.0 KB
07. Aggregation-55eZrE82TqA.ar.vtt	1.1 KB
07. Aggregation-55eZrE82TqA.en.vtt	0.8 KB
07. Aggregation-55eZrE82TqA.hr.vtt	0.7 KB
07. Aggregation-55eZrE82TqA.it.vtt	0.8 KB
07. Aggregation-55eZrE82TqA.ja.vtt	0.7 KB
07. Aggregation-55eZrE82TqA.mp4	4.9 MB
07. Aggregation-55eZrE82TqA.pt-BR.vtt	0.8 KB
07. Aggregation-55eZrE82TqA.zh-CN.vtt	0.7 KB
07. Aggregation-8j5hria6Rc8.ar.vtt	0.1 KB
07. Aggregation-8j5hria6Rc8.en.vtt	0.1 KB
07. Aggregation-8j5hria6Rc8.hr.vtt	0.1 KB
07. Aggregation-8j5hria6Rc8.it.vtt	0.1 KB
07. Aggregation-8j5hria6Rc8.ja.vtt	0.1 KB
07. Aggregation-8j5hria6Rc8.mp4	458.7 KB
07. Aggregation-8j5hria6Rc8.pt-BR.vtt	0.1 KB
07. Aggregation-8j5hria6Rc8.zh-CN.vtt	0.1 KB
07. Aggregation.html	7.9 KB
08. Aggregation 2-udXhxyls5Dw.ar.vtt	0.2 KB
08. Aggregation 2-udXhxyls5Dw.en.vtt	0.2 KB
08. Aggregation 2-udXhxyls5Dw.hr.vtt	0.1 KB
08. Aggregation 2-udXhxyls5Dw.it.vtt	0.2 KB
08. Aggregation 2-udXhxyls5Dw.ja.vtt	0.1 KB
08. Aggregation 2-udXhxyls5Dw.mp4	769.9 KB
08. Aggregation 2-udXhxyls5Dw.pt-BR.vtt	0.2 KB
08. Aggregation 2-udXhxyls5Dw.zh-CN.vtt	0.2 KB
08. Aggregation 2-xhpEqsHTf3g.ar.vtt	0.2 KB
08. Aggregation 2-xhpEqsHTf3g.en.vtt	0.1 KB
08. Aggregation 2-xhpEqsHTf3g.hr.vtt	0.2 KB
08. Aggregation 2-xhpEqsHTf3g.it.vtt	0.2 KB
08. Aggregation 2-xhpEqsHTf3g.ja.vtt	0.2 KB
08. Aggregation 2-xhpEqsHTf3g.mp4	736.7 KB
08. Aggregation 2-xhpEqsHTf3g.pt-BR.vtt	0.2 KB
08. Aggregation 2-xhpEqsHTf3g.zh-CN.vtt	0.1 KB
08. Aggregation 2.html	7.9 KB
09. Aggregation 3-YkaVgZ-yFrM.ar.vtt	0.4 KB
09. Aggregation 3-YkaVgZ-yFrM.en.vtt	0.3 KB
09. Aggregation 3-YkaVgZ-yFrM.hr.vtt	0.3 KB
09. Aggregation 3-YkaVgZ-yFrM.it.vtt	0.3 KB
09. Aggregation 3-YkaVgZ-yFrM.ja.vtt	0.3 KB
09. Aggregation 3-YkaVgZ-yFrM.mp4	2.3 MB
09. Aggregation 3-YkaVgZ-yFrM.pt-BR.vtt	0.3 KB
09. Aggregation 3-YkaVgZ-yFrM.zh-CN.vtt	0.3 KB
09. Aggregation 3-tPSj6_m-0_M.ar.vtt	0.1 KB
09. Aggregation 3-tPSj6_m-0_M.en.vtt	0.1 KB
09. Aggregation 3-tPSj6_m-0_M.hr.vtt	0.1 KB
09. Aggregation 3-tPSj6_m-0_M.it.vtt	0.1 KB
09. Aggregation 3-tPSj6_m-0_M.ja.vtt	0.1 KB
09. Aggregation 3-tPSj6_m-0_M.mp4	225.6 KB
09. Aggregation 3-tPSj6_m-0_M.pt-BR.vtt	0.1 KB
09. Aggregation 3-tPSj6_m-0_M.zh-CN.vtt	0.1 KB
09. Aggregation 3.html	7.9 KB
10. Gender Bias Revisited-4YY-hmqSz30.ar.vtt	0.3 KB
10. Gender Bias Revisited-4YY-hmqSz30.en.vtt	0.2 KB
10. Gender Bias Revisited-4YY-hmqSz30.hr.vtt	0.3 KB
10. Gender Bias Revisited-4YY-hmqSz30.it.vtt	0.2 KB
10. Gender Bias Revisited-4YY-hmqSz30.ja.vtt	0.2 KB
10. Gender Bias Revisited-4YY-hmqSz30.mp4	1.3 MB
10. Gender Bias Revisited-4YY-hmqSz30.pt-BR.vtt	0.2 KB
10. Gender Bias Revisited-4YY-hmqSz30.zh-CN.vtt	0.2 KB
10. Gender Bias Revisited-dOa4Cl0wM0s.ar.vtt	1.6 KB
10. Gender Bias Revisited-dOa4Cl0wM0s.en.vtt	1.2 KB
10. Gender Bias Revisited-dOa4Cl0wM0s.hr.vtt	1.1 KB
10. Gender Bias Revisited-dOa4Cl0wM0s.it.vtt	1.3 KB
10. Gender Bias Revisited-dOa4Cl0wM0s.ja.vtt	1.2 KB
10. Gender Bias Revisited-dOa4Cl0wM0s.mp4	7.8 MB
10. Gender Bias Revisited-dOa4Cl0wM0s.pt-BR.vtt	1.1 KB
10. Gender Bias Revisited-dOa4Cl0wM0s.zh-CN.vtt	1.0 KB
10. Gender Bias Revisited.html	8.2 KB
11. Dangers Of Statistics-UYZXqP562qg.ar.vtt	1.1 KB
11. Dangers Of Statistics-UYZXqP562qg.en.vtt	0.8 KB
11. Dangers Of Statistics-UYZXqP562qg.mp4	2.6 MB
11. Dangers Of Statistics-UYZXqP562qg.pt-BR.vtt	0.8 KB
11. Dangers Of Statistics-UYZXqP562qg.zh-CN.vtt	0.7 KB
11. Dangers of Statistics.html	6.0 KB
12. Text Recap + Next Steps.html	6.4 KB
13. Case Study in Python.html	17.4 KB
14. Conclusion-XiR_37bYA84.ar.vtt	0.9 KB
14. Conclusion-XiR_37bYA84.en.vtt	0.7 KB
14. Conclusion-XiR_37bYA84.mp4	2.1 MB
14. Conclusion-XiR_37bYA84.pt-BR.vtt	0.7 KB
14. Conclusion-XiR_37bYA84.zh-CN.vtt	0.6 KB
14. Conclusion.html	5.9 KB
index.html	4.4 KB
/img/
48678737.gif	79.6 KB
48680638.gif	70.0 KB
48688787.gif	84.4 KB
48692636.gif	76.0 KB
48698525.gif	91.3 KB
48698526.gif	93.2 KB
48721292.gif	92.7 KB
48728202.gif	94.4 KB
48729170.gif	55.7 KB
/Part 12-Module 01-Lesson 04_Probability/
01. Introduction to Probability-HeoQccoqfTk.ar.vtt	1.4 KB
01. Introduction to Probability-HeoQccoqfTk.en.vtt	1.1 KB
01. Introduction to Probability-HeoQccoqfTk.mp4	4.4 MB
01. Introduction to Probability-HeoQccoqfTk.pt-BR.vtt	1.3 KB
01. Introduction to Probability-HeoQccoqfTk.zh-CN.vtt	0.9 KB
01. Introduction to Probability.html	6.5 KB
02. Flipping Coins-OpNufHYgJCg.ar.vtt	2.1 KB
02. Flipping Coins-OpNufHYgJCg.en.vtt	1.5 KB
02. Flipping Coins-OpNufHYgJCg.es-ES.vtt	1.6 KB
02. Flipping Coins-OpNufHYgJCg.hr.vtt	1.5 KB
02. Flipping Coins-OpNufHYgJCg.it.vtt	1.7 KB
02. Flipping Coins-OpNufHYgJCg.ja.vtt	1.4 KB
02. Flipping Coins-OpNufHYgJCg.mp4	11.9 MB
02. Flipping Coins-OpNufHYgJCg.pt-BR.vtt	1.4 KB
02. Flipping Coins-OpNufHYgJCg.th.vtt	2.9 KB
02. Flipping Coins-OpNufHYgJCg.zh-CN.vtt	1.4 KB
02. Flipping Coins-lgUDXtUyLLg.ar.vtt	0.8 KB
02. Flipping Coins-lgUDXtUyLLg.en.vtt	0.6 KB
02. Flipping Coins-lgUDXtUyLLg.es-ES.vtt	0.7 KB
02. Flipping Coins-lgUDXtUyLLg.hr.vtt	0.6 KB
02. Flipping Coins-lgUDXtUyLLg.it.vtt	0.7 KB
02. Flipping Coins-lgUDXtUyLLg.ja.vtt	0.6 KB
02. Flipping Coins-lgUDXtUyLLg.mp4	4.8 MB
02. Flipping Coins-lgUDXtUyLLg.pt-BR.vtt	0.6 KB
02. Flipping Coins-lgUDXtUyLLg.ru.vtt	0.6 KB
02. Flipping Coins-lgUDXtUyLLg.th.vtt	1.2 KB
02. Flipping Coins-lgUDXtUyLLg.zh-CN.vtt	0.5 KB
02. Flipping Coins.html	9.1 KB
03. Fair Coin-9LrlrexpW_o.ar.vtt	1.1 KB
03. Fair Coin-9LrlrexpW_o.en.vtt	0.9 KB
03. Fair Coin-9LrlrexpW_o.es-ES.vtt	1.0 KB
03. Fair Coin-9LrlrexpW_o.hr.vtt	1.0 KB
03. Fair Coin-9LrlrexpW_o.it.vtt	1.0 KB
03. Fair Coin-9LrlrexpW_o.ja.vtt	0.9 KB
03. Fair Coin-9LrlrexpW_o.mp4	6.1 MB
03. Fair Coin-9LrlrexpW_o.pt-BR.vtt	0.9 KB
03. Fair Coin-9LrlrexpW_o.th.vtt	1.8 KB
03. Fair Coin-9LrlrexpW_o.zh-CN.vtt	0.8 KB
03. Fair Coin-fSKL742j-zk.ar.vtt	0.3 KB
03. Fair Coin-fSKL742j-zk.en.vtt	0.2 KB
03. Fair Coin-fSKL742j-zk.es-ES.vtt	0.2 KB
03. Fair Coin-fSKL742j-zk.hr.vtt	0.2 KB
03. Fair Coin-fSKL742j-zk.it.vtt	0.2 KB
03. Fair Coin-fSKL742j-zk.ja.vtt	0.1 KB
03. Fair Coin-fSKL742j-zk.mp4	817.0 KB
03. Fair Coin-fSKL742j-zk.pt-BR.vtt	0.2 KB
03. Fair Coin-fSKL742j-zk.th.vtt	0.3 KB
03. Fair Coin-fSKL742j-zk.zh-CN.vtt	0.2 KB
03. Fair Coin.html	8.7 KB
04. Loaded Coin 1-T0EjWSjLGjQ.ar.vtt	0.6 KB
04. Loaded Coin 1-T0EjWSjLGjQ.en.vtt	0.4 KB
04. Loaded Coin 1-T0EjWSjLGjQ.es-ES.vtt	0.4 KB
04. Loaded Coin 1-T0EjWSjLGjQ.hr.vtt	0.4 KB
04. Loaded Coin 1-T0EjWSjLGjQ.it.vtt	0.4 KB
04. Loaded Coin 1-T0EjWSjLGjQ.ja.vtt	0.4 KB
04. Loaded Coin 1-T0EjWSjLGjQ.mp4	2.8 MB
04. Loaded Coin 1-T0EjWSjLGjQ.pt-BR.vtt	0.4 KB
04. Loaded Coin 1-T0EjWSjLGjQ.th.vtt	0.6 KB
04. Loaded Coin 1-T0EjWSjLGjQ.zh-CN.vtt	0.4 KB
04. Loaded Coin 1-sNvQeSikRFY.ar.vtt	0.3 KB
04. Loaded Coin 1-sNvQeSikRFY.en.vtt	0.2 KB
04. Loaded Coin 1-sNvQeSikRFY.es-ES.vtt	0.2 KB
04. Loaded Coin 1-sNvQeSikRFY.hr.vtt	0.2 KB
04. Loaded Coin 1-sNvQeSikRFY.it.vtt	0.2 KB
04. Loaded Coin 1-sNvQeSikRFY.ja.vtt	0.2 KB
04. Loaded Coin 1-sNvQeSikRFY.mp4	1.3 MB
04. Loaded Coin 1-sNvQeSikRFY.pt-BR.vtt	0.2 KB
04. Loaded Coin 1-sNvQeSikRFY.th.vtt	0.3 KB
04. Loaded Coin 1-sNvQeSikRFY.zh-CN.vtt	0.2 KB
04. Loaded Coin 1.html	9.0 KB
05. Loaded Coin 2-Y7tnbth-gag.ar.vtt	0.2 KB
05. Loaded Coin 2-Y7tnbth-gag.en.vtt	0.2 KB
05. Loaded Coin 2-Y7tnbth-gag.es-ES.vtt	0.2 KB
05. Loaded Coin 2-Y7tnbth-gag.hr.vtt	0.2 KB
05. Loaded Coin 2-Y7tnbth-gag.it.vtt	0.2 KB
05. Loaded Coin 2-Y7tnbth-gag.ja.vtt	0.2 KB
05. Loaded Coin 2-Y7tnbth-gag.mp4	824.8 KB
05. Loaded Coin 2-Y7tnbth-gag.pt-BR.vtt	0.2 KB
05. Loaded Coin 2-Y7tnbth-gag.th.vtt	0.3 KB
05. Loaded Coin 2-Y7tnbth-gag.zh-CN.vtt	0.2 KB
05. Loaded Coin 2-dGffszQYzqc.ar.vtt	1.1 KB
05. Loaded Coin 2-dGffszQYzqc.en.vtt	0.9 KB
05. Loaded Coin 2-dGffszQYzqc.es-ES.vtt	0.9 KB
05. Loaded Coin 2-dGffszQYzqc.hr.vtt	0.9 KB
05. Loaded Coin 2-dGffszQYzqc.it.vtt	0.9 KB
05. Loaded Coin 2-dGffszQYzqc.ja.vtt	0.8 KB
05. Loaded Coin 2-dGffszQYzqc.mp4	3.5 MB
05. Loaded Coin 2-dGffszQYzqc.pt-BR.vtt	0.9 KB
05. Loaded Coin 2-dGffszQYzqc.zh-CN.vtt	0.8 KB
05. Loaded Coin 2.html	8.7 KB
06. Loaded Coin 3-HohMRlmHoMQ.ar.vtt	0.3 KB
06. Loaded Coin 3-HohMRlmHoMQ.en.vtt	0.2 KB
06. Loaded Coin 3-HohMRlmHoMQ.es-ES.vtt	0.2 KB
06. Loaded Coin 3-HohMRlmHoMQ.hr.vtt	0.2 KB
06. Loaded Coin 3-HohMRlmHoMQ.it.vtt	0.2 KB
06. Loaded Coin 3-HohMRlmHoMQ.ja.vtt	0.3 KB
06. Loaded Coin 3-HohMRlmHoMQ.mp4	1.8 MB
06. Loaded Coin 3-HohMRlmHoMQ.pt-BR.vtt	0.3 KB
06. Loaded Coin 3-HohMRlmHoMQ.th.vtt	0.4 KB
06. Loaded Coin 3-HohMRlmHoMQ.zh-CN.vtt	0.2 KB
06. Loaded Coin 3-P4uljJ_OP6I.ar.vtt	0.3 KB
06. Loaded Coin 3-P4uljJ_OP6I.en.vtt	0.3 KB
06. Loaded Coin 3-P4uljJ_OP6I.es-ES.vtt	0.3 KB
06. Loaded Coin 3-P4uljJ_OP6I.hr.vtt	0.3 KB
06. Loaded Coin 3-P4uljJ_OP6I.it.vtt	0.3 KB
06. Loaded Coin 3-P4uljJ_OP6I.ja.vtt	0.2 KB
06. Loaded Coin 3-P4uljJ_OP6I.mp4	1.4 MB
06. Loaded Coin 3-P4uljJ_OP6I.pt-BR.vtt	0.2 KB
06. Loaded Coin 3-P4uljJ_OP6I.th.vtt	0.4 KB
06. Loaded Coin 3-P4uljJ_OP6I.zh-CN.vtt	0.2 KB
06. Loaded Coin 3.html	8.8 KB
07. Complementary Outcomes-YseJqD-1oUg.ar.vtt	0.8 KB
07. Complementary Outcomes-YseJqD-1oUg.en.vtt	0.7 KB
07. Complementary Outcomes-YseJqD-1oUg.es-ES.vtt	0.7 KB
07. Complementary Outcomes-YseJqD-1oUg.hr.vtt	0.6 KB
07. Complementary Outcomes-YseJqD-1oUg.it.vtt	0.7 KB
07. Complementary Outcomes-YseJqD-1oUg.ja.vtt	0.7 KB
07. Complementary Outcomes-YseJqD-1oUg.mp4	4.7 MB
07. Complementary Outcomes-YseJqD-1oUg.pt-BR.vtt	0.7 KB
07. Complementary Outcomes-YseJqD-1oUg.th.vtt	1.2 KB
07. Complementary Outcomes-YseJqD-1oUg.zh-CN.vtt	0.6 KB
07. Complementary Outcomes.html	7.1 KB
08. Two Flips 1-1txkcmxk3vU.ar.vtt	2.2 KB
08. Two Flips 1-1txkcmxk3vU.en.vtt	1.8 KB
08. Two Flips 1-1txkcmxk3vU.es-ES.vtt	1.8 KB
08. Two Flips 1-1txkcmxk3vU.hr.vtt	1.7 KB
08. Two Flips 1-1txkcmxk3vU.it.vtt	1.9 KB
08. Two Flips 1-1txkcmxk3vU.ja.vtt	1.7 KB
08. Two Flips 1-1txkcmxk3vU.mp4	4.2 MB
08. Two Flips 1-1txkcmxk3vU.pt-BR.vtt	2.0 KB
08. Two Flips 1-1txkcmxk3vU.th.vtt	3.4 KB
08. Two Flips 1-1txkcmxk3vU.zh-CN.vtt	1.5 KB
08. Two Flips 1-yUIz7SgUwJg.ar.vtt	0.7 KB
08. Two Flips 1-yUIz7SgUwJg.en.vtt	0.5 KB
08. Two Flips 1-yUIz7SgUwJg.es-ES.vtt	0.5 KB
08. Two Flips 1-yUIz7SgUwJg.hr.vtt	0.5 KB
08. Two Flips 1-yUIz7SgUwJg.it.vtt	0.6 KB
08. Two Flips 1-yUIz7SgUwJg.ja.vtt	0.5 KB
08. Two Flips 1-yUIz7SgUwJg.mp4	3.6 MB
08. Two Flips 1-yUIz7SgUwJg.pt-BR.vtt	0.5 KB
08. Two Flips 1-yUIz7SgUwJg.th.vtt	1.0 KB
08. Two Flips 1-yUIz7SgUwJg.zh-CN.vtt	0.5 KB
08. Two Flips 1.html	8.8 KB
09. Two Flips 2-pT0FXiH_5nI.ar.vtt	0.2 KB
09. Two Flips 2-pT0FXiH_5nI.en.vtt	0.2 KB
09. Two Flips 2-pT0FXiH_5nI.hr.vtt	0.2 KB
09. Two Flips 2-pT0FXiH_5nI.it.vtt	0.2 KB
09. Two Flips 2-pT0FXiH_5nI.ja.vtt	0.2 KB
09. Two Flips 2-pT0FXiH_5nI.mp4	320.1 KB
09. Two Flips 2-pT0FXiH_5nI.pt-BR.vtt	0.2 KB
09. Two Flips 2-pT0FXiH_5nI.th.vtt	0.6 KB
09. Two Flips 2-pT0FXiH_5nI.zh-CN.vtt	0.2 KB
09. Two Flips 2-uhrL5fatt3E.ar.vtt	1.2 KB
09. Two Flips 2-uhrL5fatt3E.en.vtt	0.9 KB
09. Two Flips 2-uhrL5fatt3E.es-ES.vtt	0.9 KB
09. Two Flips 2-uhrL5fatt3E.hr.vtt	0.9 KB
09. Two Flips 2-uhrL5fatt3E.it.vtt	0.9 KB
09. Two Flips 2-uhrL5fatt3E.ja.vtt	0.9 KB
09. Two Flips 2-uhrL5fatt3E.mp4	3.1 MB
09. Two Flips 2-uhrL5fatt3E.pt-BR.vtt	1.0 KB
09. Two Flips 2-uhrL5fatt3E.th.vtt	1.6 KB
09. Two Flips 2-uhrL5fatt3E.zh-CN.vtt	0.8 KB
09. Two Flips 2.html	8.7 KB
10. Two Flips 3-3NSPqjp6pFY.ar.vtt	0.5 KB
10. Two Flips 3-3NSPqjp6pFY.en.vtt	0.4 KB
10. Two Flips 3-3NSPqjp6pFY.es-ES.vtt	0.5 KB
10. Two Flips 3-3NSPqjp6pFY.hr.vtt	0.5 KB
10. Two Flips 3-3NSPqjp6pFY.it.vtt	0.4 KB
10. Two Flips 3-3NSPqjp6pFY.ja.vtt	0.4 KB
10. Two Flips 3-3NSPqjp6pFY.mp4	1.2 MB
10. Two Flips 3-3NSPqjp6pFY.pt-BR.vtt	0.5 KB
10. Two Flips 3-3NSPqjp6pFY.zh-CN.vtt	0.4 KB
10. Two Flips 3-uimwo-puQWY.ar.vtt	0.3 KB
10. Two Flips 3-uimwo-puQWY.en.vtt	0.2 KB
10. Two Flips 3-uimwo-puQWY.hr.vtt	0.2 KB
10. Two Flips 3-uimwo-puQWY.it.vtt	0.2 KB
10. Two Flips 3-uimwo-puQWY.ja.vtt	0.2 KB
10. Two Flips 3-uimwo-puQWY.mp4	942.9 KB
10. Two Flips 3-uimwo-puQWY.pt-BR.vtt	0.2 KB
10. Two Flips 3-uimwo-puQWY.th.vtt	0.4 KB
10. Two Flips 3-uimwo-puQWY.zh-CN.vtt	0.2 KB
10. Two Flips 3.html	9.4 KB
11. Two Flips 4-bNoS6LQEFrI.ar.vtt	0.9 KB
11. Two Flips 4-bNoS6LQEFrI.en.vtt	0.7 KB
11. Two Flips 4-bNoS6LQEFrI.es-ES.vtt	0.7 KB
11. Two Flips 4-bNoS6LQEFrI.hr.vtt	0.7 KB
11. Two Flips 4-bNoS6LQEFrI.it.vtt	0.7 KB
11. Two Flips 4-bNoS6LQEFrI.ja.vtt	0.6 KB
11. Two Flips 4-bNoS6LQEFrI.mp4	3.1 MB
11. Two Flips 4-bNoS6LQEFrI.pt-BR.vtt	0.7 KB
11. Two Flips 4-bNoS6LQEFrI.zh-CN.vtt	0.7 KB
11. Two Flips 4-rRPwknIDuI0.ar.vtt	0.3 KB
11. Two Flips 4-rRPwknIDuI0.en.vtt	0.2 KB
11. Two Flips 4-rRPwknIDuI0.es-ES.vtt	0.3 KB
11. Two Flips 4-rRPwknIDuI0.hr.vtt	0.2 KB
11. Two Flips 4-rRPwknIDuI0.it.vtt	0.2 KB
11. Two Flips 4-rRPwknIDuI0.ja.vtt	0.2 KB
11. Two Flips 4-rRPwknIDuI0.mp4	679.3 KB
11. Two Flips 4-rRPwknIDuI0.pt-BR.vtt	0.2 KB
11. Two Flips 4-rRPwknIDuI0.th.vtt	0.4 KB
11. Two Flips 4-rRPwknIDuI0.zh-CN.vtt	0.2 KB
11. Two Flips 4.html	8.7 KB
12. Two Flips 5-G28YyiGFGWA.ar.vtt	0.4 KB
12. Two Flips 5-G28YyiGFGWA.en.vtt	0.3 KB
12. Two Flips 5-G28YyiGFGWA.es-ES.vtt	0.4 KB
12. Two Flips 5-G28YyiGFGWA.hr.vtt	0.4 KB
12. Two Flips 5-G28YyiGFGWA.it.vtt	0.4 KB
12. Two Flips 5-G28YyiGFGWA.ja.vtt	0.4 KB
12. Two Flips 5-G28YyiGFGWA.mp4	2.3 MB
12. Two Flips 5-G28YyiGFGWA.pt-BR.vtt	0.4 KB
12. Two Flips 5-G28YyiGFGWA.th.vtt	0.7 KB
12. Two Flips 5-G28YyiGFGWA.zh-CN.vtt	0.3 KB
12. Two Flips 5-HB8b7sZQFGs.ar.vtt	0.7 KB
12. Two Flips 5-HB8b7sZQFGs.en.vtt	0.5 KB
12. Two Flips 5-HB8b7sZQFGs.es-ES.vtt	0.6 KB
12. Two Flips 5-HB8b7sZQFGs.hr.vtt	0.6 KB
12. Two Flips 5-HB8b7sZQFGs.it.vtt	0.6 KB
12. Two Flips 5-HB8b7sZQFGs.ja.vtt	0.5 KB
12. Two Flips 5-HB8b7sZQFGs.mp4	1.0 MB
12. Two Flips 5-HB8b7sZQFGs.pt-BR.vtt	0.5 KB
12. Two Flips 5-HB8b7sZQFGs.th.vtt	0.7 KB
12. Two Flips 5-HB8b7sZQFGs.zh-CN.vtt	0.6 KB
12. Two Flips 5.html	8.8 KB
13. One Head 1-T4A5uyqesjo.ar.vtt	0.8 KB
13. One Head 1-T4A5uyqesjo.en.vtt	0.6 KB
13. One Head 1-T4A5uyqesjo.es-ES.vtt	0.7 KB
13. One Head 1-T4A5uyqesjo.hr.vtt	0.6 KB
13. One Head 1-T4A5uyqesjo.it.vtt	0.7 KB
13. One Head 1-T4A5uyqesjo.ja.vtt	0.6 KB
13. One Head 1-T4A5uyqesjo.mp4	1.6 MB
13. One Head 1-T4A5uyqesjo.pt-BR.vtt	0.7 KB
13. One Head 1-T4A5uyqesjo.th.vtt	1.1 KB
13. One Head 1-T4A5uyqesjo.zh-CN.vtt	0.6 KB
13. One Head 1-lHuZpDkfwq8.ar.vtt	0.7 KB
13. One Head 1-lHuZpDkfwq8.en.vtt	0.6 KB
13. One Head 1-lHuZpDkfwq8.es-ES.vtt	0.6 KB
13. One Head 1-lHuZpDkfwq8.hr.vtt	0.5 KB
13. One Head 1-lHuZpDkfwq8.it.vtt	0.6 KB
13. One Head 1-lHuZpDkfwq8.ja.vtt	0.6 KB
13. One Head 1-lHuZpDkfwq8.mp4	3.8 MB
13. One Head 1-lHuZpDkfwq8.pt-BR.vtt	0.6 KB
13. One Head 1-lHuZpDkfwq8.th.vtt	1.0 KB
13. One Head 1-lHuZpDkfwq8.zh-CN.vtt	0.5 KB
13. One Head 1.html	8.7 KB
14. One Head 2-64EjAbqrtmo.ar.vtt	0.6 KB
14. One Head 2-64EjAbqrtmo.en.vtt	0.5 KB
14. One Head 2-64EjAbqrtmo.es-ES.vtt	0.5 KB
14. One Head 2-64EjAbqrtmo.hr.vtt	0.5 KB
14. One Head 2-64EjAbqrtmo.it.vtt	0.5 KB
14. One Head 2-64EjAbqrtmo.ja.vtt	0.4 KB
14. One Head 2-64EjAbqrtmo.mp4	1.1 MB
14. One Head 2-64EjAbqrtmo.pt-BR.vtt	0.5 KB
14. One Head 2-64EjAbqrtmo.th.vtt	1.0 KB
14. One Head 2-64EjAbqrtmo.zh-CN.vtt	0.4 KB
14. One Head 2-JHx3ucNS9f4.ar.vtt	0.4 KB
14. One Head 2-JHx3ucNS9f4.en.vtt	0.3 KB
14. One Head 2-JHx3ucNS9f4.es-ES.vtt	0.4 KB
14. One Head 2-JHx3ucNS9f4.hr.vtt	0.3 KB
14. One Head 2-JHx3ucNS9f4.it.vtt	0.4 KB
14. One Head 2-JHx3ucNS9f4.ja.vtt	0.4 KB
14. One Head 2-JHx3ucNS9f4.mp4	2.4 MB
14. One Head 2-JHx3ucNS9f4.pt-BR.vtt	0.4 KB
14. One Head 2-JHx3ucNS9f4.th.vtt	0.7 KB
14. One Head 2-JHx3ucNS9f4.zh-CN.vtt	0.3 KB
14. One Head 2.html	9.6 KB
15. One Of Three 1-bDCXSxkochE.ar.vtt	1.5 KB
15. One Of Three 1-bDCXSxkochE.en.vtt	1.2 KB
15. One Of Three 1-bDCXSxkochE.es-ES.vtt	1.2 KB
15. One Of Three 1-bDCXSxkochE.hr.vtt	1.2 KB
15. One Of Three 1-bDCXSxkochE.it.vtt	1.2 KB
15. One Of Three 1-bDCXSxkochE.ja.vtt	1.2 KB
15. One Of Three 1-bDCXSxkochE.mp4	9.5 MB
15. One Of Three 1-bDCXSxkochE.pt-BR.vtt	1.4 KB
15. One Of Three 1-bDCXSxkochE.th.vtt	2.8 KB
15. One Of Three 1-bDCXSxkochE.zh-CN.vtt	1.0 KB
15. One Of Three 1-rxfHfjy9Mm4.ar.vtt	0.4 KB
15. One Of Three 1-rxfHfjy9Mm4.en.vtt	0.3 KB
15. One Of Three 1-rxfHfjy9Mm4.es-ES.vtt	0.3 KB
15. One Of Three 1-rxfHfjy9Mm4.hr.vtt	0.3 KB
15. One Of Three 1-rxfHfjy9Mm4.it.vtt	0.3 KB
15. One Of Three 1-rxfHfjy9Mm4.ja.vtt	0.3 KB
15. One Of Three 1-rxfHfjy9Mm4.mp4	2.2 MB
15. One Of Three 1-rxfHfjy9Mm4.pt-BR.vtt	0.3 KB
15. One Of Three 1-rxfHfjy9Mm4.th.vtt	0.8 KB
15. One Of Three 1-rxfHfjy9Mm4.zh-CN.vtt	0.3 KB
15. One Of Three 1.html	8.8 KB
16. One Of Three 2-27Ed1GI4j84.ar.vtt	1.3 KB
16. One Of Three 2-27Ed1GI4j84.en.vtt	1.0 KB
16. One Of Three 2-27Ed1GI4j84.es-ES.vtt	1.0 KB
16. One Of Three 2-27Ed1GI4j84.hr.vtt	0.9 KB
16. One Of Three 2-27Ed1GI4j84.it.vtt	1.0 KB
16. One Of Three 2-27Ed1GI4j84.ja.vtt	0.9 KB
16. One Of Three 2-27Ed1GI4j84.mp4	11.8 MB
16. One Of Three 2-27Ed1GI4j84.pt-BR.vtt	1.3 KB
16. One Of Three 2-27Ed1GI4j84.zh-CN.vtt	0.9 KB
16. One Of Three 2-gGgqTGZ9TKg.ar.vtt	1.2 KB
16. One Of Three 2-gGgqTGZ9TKg.en.vtt	1.0 KB
16. One Of Three 2-gGgqTGZ9TKg.es-ES.vtt	1.0 KB
16. One Of Three 2-gGgqTGZ9TKg.hr.vtt	1.0 KB
16. One Of Three 2-gGgqTGZ9TKg.it.vtt	1.0 KB
16. One Of Three 2-gGgqTGZ9TKg.ja.vtt	1.0 KB
16. One Of Three 2-gGgqTGZ9TKg.mp4	5.8 MB
16. One Of Three 2-gGgqTGZ9TKg.pt-BR.vtt	1.0 KB
16. One Of Three 2-gGgqTGZ9TKg.th.vtt	2.0 KB
16. One Of Three 2-gGgqTGZ9TKg.zh-CN.vtt	0.9 KB
16. One Of Three 2.html	8.7 KB
17. Even Roll-DrnAR4SqlEE.ar.vtt	1.1 KB
17. Even Roll-DrnAR4SqlEE.en.vtt	0.8 KB
17. Even Roll-DrnAR4SqlEE.es-ES.vtt	0.9 KB
17. Even Roll-DrnAR4SqlEE.hr.vtt	0.8 KB
17. Even Roll-DrnAR4SqlEE.it.vtt	0.9 KB
17. Even Roll-DrnAR4SqlEE.ja.vtt	0.9 KB
17. Even Roll-DrnAR4SqlEE.mp4	6.0 MB
17. Even Roll-DrnAR4SqlEE.pt-BR.vtt	0.9 KB
17. Even Roll-DrnAR4SqlEE.th.vtt	1.7 KB
17. Even Roll-DrnAR4SqlEE.zh-CN.vtt	0.7 KB
17. Even Roll-M3L0a5V4Nf0.ar.vtt	0.7 KB
17. Even Roll-M3L0a5V4Nf0.en.vtt	0.6 KB
17. Even Roll-M3L0a5V4Nf0.es-ES.vtt	0.6 KB
17. Even Roll-M3L0a5V4Nf0.hr.vtt	0.5 KB
17. Even Roll-M3L0a5V4Nf0.it.vtt	0.6 KB
17. Even Roll-M3L0a5V4Nf0.ja.vtt	0.6 KB
17. Even Roll-M3L0a5V4Nf0.mp4	4.1 MB
17. Even Roll-M3L0a5V4Nf0.pt-BR.vtt	0.6 KB
17. Even Roll-M3L0a5V4Nf0.zh-CN.vtt	0.5 KB
17. Even Roll.html	8.8 KB
18. Doubles-On_Guw8wac8.ar.vtt	0.8 KB
18. Doubles-On_Guw8wac8.en.vtt	0.6 KB
18. Doubles-On_Guw8wac8.es-ES.vtt	0.6 KB
18. Doubles-On_Guw8wac8.hr.vtt	0.6 KB
18. Doubles-On_Guw8wac8.it.vtt	0.6 KB
18. Doubles-On_Guw8wac8.ja.vtt	0.6 KB
18. Doubles-On_Guw8wac8.mp4	3.8 MB
18. Doubles-On_Guw8wac8.pt-BR.vtt	0.6 KB
18. Doubles-On_Guw8wac8.th.vtt	1.1 KB
18. Doubles-On_Guw8wac8.zh-CN.vtt	0.5 KB
18. Doubles-fkUyTJNbdzU.ar.vtt	2.0 KB
18. Doubles-fkUyTJNbdzU.en.vtt	1.5 KB
18. Doubles-fkUyTJNbdzU.es-ES.vtt	1.5 KB
18. Doubles-fkUyTJNbdzU.hr.vtt	1.4 KB
18. Doubles-fkUyTJNbdzU.it.vtt	1.5 KB
18. Doubles-fkUyTJNbdzU.ja.vtt	1.4 KB
18. Doubles-fkUyTJNbdzU.mp4	11.8 MB
18. Doubles-fkUyTJNbdzU.pt-BR.vtt	1.6 KB
18. Doubles-fkUyTJNbdzU.th.vtt	2.6 KB
18. Doubles-fkUyTJNbdzU.zh-CN.vtt	1.3 KB
18. Doubles.html	8.7 KB
19. Probability Conclusion-dsVKoXymYDU.ar.vtt	2.0 KB
19. Probability Conclusion-dsVKoXymYDU.en.vtt	1.5 KB
19. Probability Conclusion-dsVKoXymYDU.mp4	5.5 MB
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt	1.7 KB
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt	1.3 KB
19. Probability Conclusion.html	6.5 KB
20. Text Recap + Next Steps.html	7.9 KB
index.html	4.7 KB
/img/
48667978.gif	86.5 KB
48667979.gif	72.1 KB
48667981.gif	53.8 KB
48684742.gif	58.5 KB
48687795.gif	58.7 KB
48688828.gif	59.4 KB
48693692.gif	59.9 KB
48695597.gif	64.8 KB
48698583.gif	62.6 KB
48698595.gif	54.3 KB
48699581.gif	56.5 KB
48738115.gif	48.7 KB
48741099.gif	53.6 KB
48742066.gif	57.7 KB
48750031.gif	80.5 KB
48752009.gif	84.4 KB
/Part 12-Module 01-Lesson 05_Binomial Distribution/
01. Binomial-3koDdc9r73E.ar.vtt	1.1 KB
01. Binomial-3koDdc9r73E.en.vtt	0.8 KB
01. Binomial-3koDdc9r73E.es-ES.vtt	0.9 KB
01. Binomial-3koDdc9r73E.ja.vtt	0.8 KB
01. Binomial-3koDdc9r73E.mp4	5.1 MB
01. Binomial-3koDdc9r73E.pt-BR.vtt	0.9 KB
01. Binomial-3koDdc9r73E.zh-CN.vtt	0.8 KB
01. Binomial-x1yamZeOMPY.ar.vtt	0.5 KB
01. Binomial-x1yamZeOMPY.en.vtt	0.3 KB
01. Binomial-x1yamZeOMPY.es-ES.vtt	0.4 KB
01. Binomial-x1yamZeOMPY.ja.vtt	0.3 KB
01. Binomial-x1yamZeOMPY.mp4	2.0 MB
01. Binomial-x1yamZeOMPY.pt-BR.vtt	0.4 KB
01. Binomial-x1yamZeOMPY.zh-CN.vtt	0.3 KB
01. Binomial.html	7.8 KB
02. Heads Tails-iyX0-eXStbw.ar.vtt	0.5 KB
02. Heads Tails-iyX0-eXStbw.en.vtt	0.3 KB
02. Heads Tails-iyX0-eXStbw.es-ES.vtt	0.4 KB
02. Heads Tails-iyX0-eXStbw.ja.vtt	0.3 KB
02. Heads Tails-iyX0-eXStbw.mp4	1.1 MB
02. Heads Tails-iyX0-eXStbw.pt-BR.vtt	0.4 KB
02. Heads Tails-iyX0-eXStbw.zh-CN.vtt	0.3 KB
02. Heads Tails-yo55zJtJQwo.ar.vtt	0.1 KB
02. Heads Tails-yo55zJtJQwo.en.vtt	0.1 KB
02. Heads Tails-yo55zJtJQwo.es-ES.vtt	0.1 KB
02. Heads Tails-yo55zJtJQwo.ja.vtt	0.1 KB
02. Heads Tails-yo55zJtJQwo.mp4	1.1 MB
02. Heads Tails-yo55zJtJQwo.pt-BR.vtt	0.2 KB
02. Heads Tails-yo55zJtJQwo.zh-CN.vtt	0.1 KB
02. Heads Tails.html	7.8 KB
03. Heads Tails 2-S87Z5DgPJeo.ar.vtt	0.3 KB
03. Heads Tails 2-S87Z5DgPJeo.en.vtt	0.2 KB
03. Heads Tails 2-S87Z5DgPJeo.es-ES.vtt	0.2 KB
03. Heads Tails 2-S87Z5DgPJeo.ja.vtt	0.2 KB
03. Heads Tails 2-S87Z5DgPJeo.mp4	1.5 MB
03. Heads Tails 2-S87Z5DgPJeo.pt-BR.vtt	0.2 KB
03. Heads Tails 2-S87Z5DgPJeo.zh-CN.vtt	0.2 KB
03. Heads Tails 2-vLhdJtXx060.ar.vtt	0.3 KB
03. Heads Tails 2-vLhdJtXx060.en.vtt	0.2 KB
03. Heads Tails 2-vLhdJtXx060.es-ES.vtt	0.2 KB
03. Heads Tails 2-vLhdJtXx060.ja.vtt	0.2 KB
03. Heads Tails 2-vLhdJtXx060.mp4	1.7 MB
03. Heads Tails 2-vLhdJtXx060.pt-BR.vtt	0.3 KB
03. Heads Tails 2-vLhdJtXx060.zh-CN.vtt	0.3 KB
03. Heads Tails 2.html	7.9 KB
04. 5 Flips 1 Head-4LVRNqpdxsw.ar.vtt	0.4 KB
04. 5 Flips 1 Head-4LVRNqpdxsw.en.vtt	0.3 KB
04. 5 Flips 1 Head-4LVRNqpdxsw.es-ES.vtt	0.3 KB
04. 5 Flips 1 Head-4LVRNqpdxsw.ja.vtt	0.3 KB
04. 5 Flips 1 Head-4LVRNqpdxsw.mp4	1.7 MB
04. 5 Flips 1 Head-4LVRNqpdxsw.pt-BR.vtt	0.4 KB
04. 5 Flips 1 Head-4LVRNqpdxsw.zh-CN.vtt	0.3 KB
04. 5 Flips 1 Head-VEfOdACY9rA.ar.vtt	0.2 KB
04. 5 Flips 1 Head-VEfOdACY9rA.en.vtt	0.1 KB
04. 5 Flips 1 Head-VEfOdACY9rA.es-ES.vtt	0.2 KB
04. 5 Flips 1 Head-VEfOdACY9rA.ja.vtt	0.2 KB
04. 5 Flips 1 Head-VEfOdACY9rA.mp4	1.6 MB
04. 5 Flips 1 Head-VEfOdACY9rA.pt-BR.vtt	0.2 KB
04. 5 Flips 1 Head-VEfOdACY9rA.zh-CN.vtt	0.2 KB
04. 5 Flips 1 Head.html	7.9 KB
05. 5 Flips 2 Heads-69je8wHh2mQ.ar.vtt	1.4 KB
05. 5 Flips 2 Heads-69je8wHh2mQ.en.vtt	1.1 KB
05. 5 Flips 2 Heads-69je8wHh2mQ.es-ES.vtt	1.1 KB
05. 5 Flips 2 Heads-69je8wHh2mQ.ja.vtt	1.1 KB
05. 5 Flips 2 Heads-69je8wHh2mQ.mp4	7.9 MB
05. 5 Flips 2 Heads-69je8wHh2mQ.pt-BR.vtt	1.2 KB
05. 5 Flips 2 Heads-69je8wHh2mQ.zh-CN.vtt	1.0 KB
05. 5 Flips 2 Heads-lhhUjxnbad8.ar.vtt	0.3 KB
05. 5 Flips 2 Heads-lhhUjxnbad8.en.vtt	0.2 KB
05. 5 Flips 2 Heads-lhhUjxnbad8.es-ES.vtt	0.2 KB
05. 5 Flips 2 Heads-lhhUjxnbad8.ja.vtt	0.2 KB
05. 5 Flips 2 Heads-lhhUjxnbad8.mp4	2.0 MB
05. 5 Flips 2 Heads-lhhUjxnbad8.pt-BR.vtt	0.3 KB
05. 5 Flips 2 Heads-lhhUjxnbad8.zh-CN.vtt	0.2 KB
05. 5 Flips 2 Heads.html	7.9 KB
06. 5 Flips 3 Heads-1PHs2w_NNTg.ar.vtt	0.2 KB
06. 5 Flips 3 Heads-1PHs2w_NNTg.en.vtt	0.1 KB
06. 5 Flips 3 Heads-1PHs2w_NNTg.es-ES.vtt	0.1 KB
06. 5 Flips 3 Heads-1PHs2w_NNTg.ja.vtt	0.2 KB
06. 5 Flips 3 Heads-1PHs2w_NNTg.mp4	844.7 KB
06. 5 Flips 3 Heads-1PHs2w_NNTg.pt-BR.vtt	0.2 KB
06. 5 Flips 3 Heads-1PHs2w_NNTg.zh-CN.vtt	0.1 KB
06. 5 Flips 3 Heads-pOKmt4w8T3g.ar.vtt	2.6 KB
06. 5 Flips 3 Heads-pOKmt4w8T3g.en.vtt	1.8 KB
06. 5 Flips 3 Heads-pOKmt4w8T3g.es-ES.vtt	1.8 KB
06. 5 Flips 3 Heads-pOKmt4w8T3g.ja.vtt	1.7 KB
06. 5 Flips 3 Heads-pOKmt4w8T3g.mp4	12.5 MB
06. 5 Flips 3 Heads-pOKmt4w8T3g.pt-BR.vtt	1.9 KB
06. 5 Flips 3 Heads-pOKmt4w8T3g.zh-CN.vtt	1.6 KB
06. 5 Flips 3 Heads.html	7.9 KB
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ar.vtt	0.3 KB
07. 10 Flips 5 Heads-Qm4KTLfFMzo.en.vtt	0.3 KB
07. 10 Flips 5 Heads-Qm4KTLfFMzo.es-ES.vtt	0.3 KB
07. 10 Flips 5 Heads-Qm4KTLfFMzo.ja.vtt	0.3 KB
07. 10 Flips 5 Heads-Qm4KTLfFMzo.mp4	3.5 MB
07. 10 Flips 5 Heads-Qm4KTLfFMzo.pt-BR.vtt	0.4 KB
07. 10 Flips 5 Heads-Qm4KTLfFMzo.zh-CN.vtt	0.2 KB
07. 10 Flips 5 Heads-mOPFQlKBg2M.ar.vtt	1.2 KB
07. 10 Flips 5 Heads-mOPFQlKBg2M.en.vtt	0.9 KB
07. 10 Flips 5 Heads-mOPFQlKBg2M.es-ES.vtt	0.9 KB
07. 10 Flips 5 Heads-mOPFQlKBg2M.ja.vtt	0.9 KB
07. 10 Flips 5 Heads-mOPFQlKBg2M.mp4	9.7 MB
07. 10 Flips 5 Heads-mOPFQlKBg2M.pt-BR.vtt	1.3 KB
07. 10 Flips 5 Heads-mOPFQlKBg2M.zh-CN.vtt	0.9 KB
07. 10 Flips 5 Heads.html	7.9 KB
08. Formula-DTdS-LlMTQ0.ar.vtt	1.3 KB
08. Formula-DTdS-LlMTQ0.en.vtt	0.9 KB
08. Formula-DTdS-LlMTQ0.es-ES.vtt	0.9 KB
08. Formula-DTdS-LlMTQ0.ja.vtt	1.0 KB
08. Formula-DTdS-LlMTQ0.mp4	11.3 MB
08. Formula-DTdS-LlMTQ0.pt-BR.vtt	1.2 KB
08. Formula-DTdS-LlMTQ0.zh-CN.vtt	0.7 KB
08. Formula-yTr8zCHdo5M.ar.vtt	0.3 KB
08. Formula-yTr8zCHdo5M.en.vtt	0.2 KB
08. Formula-yTr8zCHdo5M.es-ES.vtt	0.2 KB
08. Formula-yTr8zCHdo5M.ja.vtt	0.2 KB
08. Formula-yTr8zCHdo5M.mp4	1.3 MB
08. Formula-yTr8zCHdo5M.pt-BR.vtt	0.2 KB
08. Formula-yTr8zCHdo5M.zh-CN.vtt	0.2 KB
08. Formula.html	8.4 KB
09. Arrangements-GeINbOOYkF8.ar.vtt	2.3 KB
09. Arrangements-GeINbOOYkF8.en.vtt	1.7 KB
09. Arrangements-GeINbOOYkF8.es-ES.vtt	1.7 KB
09. Arrangements-GeINbOOYkF8.ja.vtt	1.7 KB
09. Arrangements-GeINbOOYkF8.mp4	16.7 MB
09. Arrangements-GeINbOOYkF8.pt-BR.vtt	2.0 KB
09. Arrangements-GeINbOOYkF8.zh-CN.vtt	1.4 KB
09. Arrangements-NRPcnpmFCg8.ar.vtt	0.7 KB
09. Arrangements-NRPcnpmFCg8.en.vtt	0.5 KB
09. Arrangements-NRPcnpmFCg8.es-ES.vtt	0.5 KB
09. Arrangements-NRPcnpmFCg8.ja.vtt	0.5 KB
09. Arrangements-NRPcnpmFCg8.mp4	2.2 MB
09. Arrangements-NRPcnpmFCg8.pt-BR.vtt	0.6 KB
09. Arrangements-NRPcnpmFCg8.zh-CN.vtt	0.4 KB
09. Arrangements.html	7.8 KB
10. Binomial 1-07vOaYwecII.ar.vtt	1.1 KB
10. Binomial 1-07vOaYwecII.en.vtt	0.9 KB
10. Binomial 1-07vOaYwecII.es-ES.vtt	0.9 KB
10. Binomial 1-07vOaYwecII.ja.vtt	0.8 KB
10. Binomial 1-07vOaYwecII.mp4	6.6 MB
10. Binomial 1-07vOaYwecII.pt-BR.vtt	1.0 KB
10. Binomial 1-07vOaYwecII.zh-CN.vtt	0.8 KB
10. Binomial 1-RBfFHxEjsIU.ar.vtt	0.5 KB
10. Binomial 1-RBfFHxEjsIU.en.vtt	0.4 KB
10. Binomial 1-RBfFHxEjsIU.es-ES.vtt	0.4 KB
10. Binomial 1-RBfFHxEjsIU.ja.vtt	0.3 KB
10. Binomial 1-RBfFHxEjsIU.mp4	2.5 MB
10. Binomial 1-RBfFHxEjsIU.pt-BR.vtt	0.4 KB
10. Binomial 1-RBfFHxEjsIU.zh-CN.vtt	0.4 KB
10. Binomial 1.html	8.0 KB
11. Binomial 2-Uy7b3aMPnEY.ar.vtt	0.2 KB
11. Binomial 2-Uy7b3aMPnEY.en.vtt	0.2 KB
11. Binomial 2-Uy7b3aMPnEY.es-ES.vtt	0.2 KB
11. Binomial 2-Uy7b3aMPnEY.ja.vtt	0.2 KB
11. Binomial 2-Uy7b3aMPnEY.mp4	1.9 MB
11. Binomial 2-Uy7b3aMPnEY.pt-BR.vtt	0.3 KB
11. Binomial 2-Uy7b3aMPnEY.zh-CN.vtt	0.2 KB
11. Binomial 2-d4LWnxyvrTQ.ar.vtt	0.3 KB
11. Binomial 2-d4LWnxyvrTQ.en.vtt	0.2 KB
11. Binomial 2-d4LWnxyvrTQ.es-ES.vtt	0.2 KB
11. Binomial 2-d4LWnxyvrTQ.ja.vtt	0.2 KB
11. Binomial 2-d4LWnxyvrTQ.mp4	1.1 MB
11. Binomial 2-d4LWnxyvrTQ.pt-BR.vtt	0.2 KB
11. Binomial 2-d4LWnxyvrTQ.zh-CN.vtt	0.2 KB
11. Binomial 2.html	8.0 KB
12. Binomial 3-Jp2xJOtNQZ0.ar.vtt	0.8 KB
12. Binomial 3-Jp2xJOtNQZ0.en.vtt	0.6 KB
12. Binomial 3-Jp2xJOtNQZ0.es-ES.vtt	0.7 KB
12. Binomial 3-Jp2xJOtNQZ0.ja.vtt	0.6 KB
12. Binomial 3-Jp2xJOtNQZ0.mp4	4.9 MB
12. Binomial 3-Jp2xJOtNQZ0.pt-BR.vtt	0.7 KB
12. Binomial 3-Jp2xJOtNQZ0.zh-CN.vtt	0.6 KB
12. Binomial 3-YIELbuet-ZE.ar.vtt	1.9 KB
12. Binomial 3-YIELbuet-ZE.en.vtt	1.3 KB
12. Binomial 3-YIELbuet-ZE.es-ES.vtt	1.3 KB
12. Binomial 3-YIELbuet-ZE.ja.vtt	1.2 KB
12. Binomial 3-YIELbuet-ZE.mp4	7.5 MB
12. Binomial 3-YIELbuet-ZE.pt-BR.vtt	1.5 KB
12. Binomial 3-YIELbuet-ZE.zh-CN.vtt	1.1 KB
12. Binomial 3.html	7.8 KB
13. Binomial 4-lPrKmvckG4E.ar.vtt	1.4 KB
13. Binomial 4-lPrKmvckG4E.en.vtt	1.1 KB
13. Binomial 4-lPrKmvckG4E.es-ES.vtt	1.1 KB
13. Binomial 4-lPrKmvckG4E.ja.vtt	1.1 KB
13. Binomial 4-lPrKmvckG4E.mp4	3.1 MB
13. Binomial 4-lPrKmvckG4E.pt-BR.vtt	1.5 KB
13. Binomial 4-lPrKmvckG4E.zh-CN.vtt	1.0 KB
13. Binomial 4-mvJUNYfHngY.ar.vtt	0.7 KB
13. Binomial 4-mvJUNYfHngY.en.vtt	0.5 KB
13. Binomial 4-mvJUNYfHngY.es-ES.vtt	0.5 KB
13. Binomial 4-mvJUNYfHngY.ja.vtt	0.4 KB
13. Binomial 4-mvJUNYfHngY.mp4	2.9 MB
13. Binomial 4-mvJUNYfHngY.pt-BR.vtt	0.5 KB
13. Binomial 4-mvJUNYfHngY.zh-CN.vtt	0.4 KB
13. Binomial 4.html	7.8 KB
14. Binomial 5-8jcCGD986jk.ar.vtt	0.4 KB
14. Binomial 5-8jcCGD986jk.en.vtt	0.3 KB
14. Binomial 5-8jcCGD986jk.es-ES.vtt	0.4 KB
14. Binomial 5-8jcCGD986jk.ja.vtt	0.4 KB
14. Binomial 5-8jcCGD986jk.mp4	2.6 MB
14. Binomial 5-8jcCGD986jk.pt-BR.vtt	0.5 KB
14. Binomial 5-8jcCGD986jk.zh-CN.vtt	0.3 KB
14. Binomial 5-yof0QiP2mzk.ar.vtt	0.3 KB
14. Binomial 5-yof0QiP2mzk.en.vtt	0.2 KB
14. Binomial 5-yof0QiP2mzk.es-ES.vtt	0.2 KB
14. Binomial 5-yof0QiP2mzk.ja.vtt	0.2 KB
14. Binomial 5-yof0QiP2mzk.mp4	1.1 MB
14. Binomial 5-yof0QiP2mzk.pt-BR.vtt	0.3 KB
14. Binomial 5-yof0QiP2mzk.zh-CN.vtt	0.2 KB
14. Binomial 5.html	7.8 KB
15. Binomial 6-CQHRYIU6v9Q.ar.vtt	0.5 KB
15. Binomial 6-CQHRYIU6v9Q.en.vtt	0.3 KB
15. Binomial 6-CQHRYIU6v9Q.es-ES.vtt	0.3 KB
15. Binomial 6-CQHRYIU6v9Q.ja.vtt	0.3 KB
15. Binomial 6-CQHRYIU6v9Q.mp4	1.8 MB
15. Binomial 6-CQHRYIU6v9Q.pt-BR.vtt	0.4 KB
15. Binomial 6-CQHRYIU6v9Q.zh-CN.vtt	0.3 KB
15. Binomial 6-n_OrWrZ8tKY.ar.vtt	0.7 KB
15. Binomial 6-n_OrWrZ8tKY.en.vtt	0.5 KB
15. Binomial 6-n_OrWrZ8tKY.es-ES.vtt	0.5 KB
15. Binomial 6-n_OrWrZ8tKY.ja.vtt	0.5 KB
15. Binomial 6-n_OrWrZ8tKY.mp4	4.7 MB
15. Binomial 6-n_OrWrZ8tKY.pt-BR.vtt	0.7 KB
15. Binomial 6-n_OrWrZ8tKY.zh-CN.vtt	0.5 KB
15. Binomial 6.html	7.8 KB
16. Binomial Conclusion.html	6.3 KB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt	4.0 KB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt	3.0 KB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4	10.7 MB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.pt-BR.vtt	3.3 KB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.zh-CN.vtt	2.5 KB
17. Text Recap + Next Steps.html	7.8 KB
index.html	4.5 KB
/img/
48204962.gif	59.7 KB
48632799.gif	73.1 KB
48632800.gif	48.8 KB
48635652.gif	59.5 KB
48665990.gif	316.7 KB
48713571.gif	1.0 MB
48716247.gif	64.3 KB
48736116.gif	273.8 KB
48738100.gif	62.5 KB
48741083.gif	84.1 KB
48745039.gif	298.2 KB
48746014.gif	74.4 KB
48746015.gif	59.4 KB
48750006.gif	60.0 KB
48750011.gif	84.0 KB
/Part 12-Module 01-Lesson 06_Conditional Probability/
01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt	2.4 KB
01. Introduction to Conditional Probability-Ok8948Wcbmo.en.vtt	1.8 KB
01. Introduction to Conditional Probability-Ok8948Wcbmo.mp4	6.9 MB
01. Introduction to Conditional Probability-Ok8948Wcbmo.pt-BR.vtt	1.9 KB
01. Introduction to Conditional Probability-Ok8948Wcbmo.zh-CN.vtt	1.6 KB
01. Introduction to Conditional Probability.html	6.4 KB
02. Medical Example 1-E1ph6NP3_v4.ar.vtt	0.1 KB
02. Medical Example 1-E1ph6NP3_v4.en.vtt	0.1 KB
02. Medical Example 1-E1ph6NP3_v4.es-ES.vtt	0.1 KB
02. Medical Example 1-E1ph6NP3_v4.it.vtt	0.1 KB
02. Medical Example 1-E1ph6NP3_v4.ja.vtt	0.1 KB
02. Medical Example 1-E1ph6NP3_v4.mp4	765.1 KB
02. Medical Example 1-E1ph6NP3_v4.pt-BR.vtt	0.1 KB
02. Medical Example 1-E1ph6NP3_v4.th.vtt	0.2 KB
02. Medical Example 1-E1ph6NP3_v4.zh-CN.vtt	0.1 KB
02. Medical Example 1-mFfbts1lAEo.ar.vtt	0.6 KB
02. Medical Example 1-mFfbts1lAEo.en.vtt	0.4 KB
02. Medical Example 1-mFfbts1lAEo.es-ES.vtt	0.5 KB
02. Medical Example 1-mFfbts1lAEo.it.vtt	0.4 KB
02. Medical Example 1-mFfbts1lAEo.ja.vtt	0.4 KB
02. Medical Example 1-mFfbts1lAEo.mp4	2.8 MB
02. Medical Example 1-mFfbts1lAEo.pt-BR.vtt	0.5 KB
02. Medical Example 1-mFfbts1lAEo.th.vtt	0.8 KB
02. Medical Example 1-mFfbts1lAEo.zh-CN.vtt	0.3 KB
02. Medical Example 1.html	8.4 KB
03. Medical Example 2-FV_hc3MzS_8.ar.vtt	4.0 KB
03. Medical Example 2-FV_hc3MzS_8.en.vtt	2.9 KB
03. Medical Example 2-FV_hc3MzS_8.es-ES.vtt	3.1 KB
03. Medical Example 2-FV_hc3MzS_8.it.vtt	3.1 KB
03. Medical Example 2-FV_hc3MzS_8.ja.vtt	2.8 KB
03. Medical Example 2-FV_hc3MzS_8.mp4	23.1 MB
03. Medical Example 2-FV_hc3MzS_8.pt-BR.vtt	3.2 KB
03. Medical Example 2-FV_hc3MzS_8.th.vtt	5.5 KB
03. Medical Example 2-FV_hc3MzS_8.zh-CN.vtt	2.5 KB
03. Medical Example 2-VLLG0rYC7To.ar.vtt	0.5 KB
03. Medical Example 2-VLLG0rYC7To.en.vtt	0.4 KB
03. Medical Example 2-VLLG0rYC7To.es-ES.vtt	0.4 KB
03. Medical Example 2-VLLG0rYC7To.it.vtt	0.4 KB
03. Medical Example 2-VLLG0rYC7To.ja.vtt	0.4 KB
03. Medical Example 2-VLLG0rYC7To.mp4	2.6 MB
03. Medical Example 2-VLLG0rYC7To.pt-BR.vtt	0.4 KB
03. Medical Example 2-VLLG0rYC7To.th.vtt	0.6 KB
03. Medical Example 2-VLLG0rYC7To.zh-CN.vtt	0.4 KB
03. Medical Example 2.html	8.4 KB
04. Medical Example 3-Iz4ViIg9ZlQ.ar.vtt	1.2 KB
04. Medical Example 3-Iz4ViIg9ZlQ.en.vtt	1.0 KB
04. Medical Example 3-Iz4ViIg9ZlQ.es-ES.vtt	1.0 KB
04. Medical Example 3-Iz4ViIg9ZlQ.it.vtt	1.0 KB
04. Medical Example 3-Iz4ViIg9ZlQ.ja.vtt	1.1 KB
04. Medical Example 3-Iz4ViIg9ZlQ.mp4	6.9 MB
04. Medical Example 3-Iz4ViIg9ZlQ.pt-BR.vtt	1.2 KB
04. Medical Example 3-Iz4ViIg9ZlQ.th.vtt	1.8 KB
04. Medical Example 3-Iz4ViIg9ZlQ.zh-CN.vtt	0.8 KB
04. Medical Example 3-Rf6WfB_1EJQ.ar.vtt	0.3 KB
04. Medical Example 3-Rf6WfB_1EJQ.en.vtt	0.3 KB
04. Medical Example 3-Rf6WfB_1EJQ.es-ES.vtt	0.3 KB
04. Medical Example 3-Rf6WfB_1EJQ.it.vtt	0.3 KB
04. Medical Example 3-Rf6WfB_1EJQ.ja.vtt	0.3 KB
04. Medical Example 3-Rf6WfB_1EJQ.mp4	2.2 MB
04. Medical Example 3-Rf6WfB_1EJQ.pt-BR.vtt	0.4 KB
04. Medical Example 3-Rf6WfB_1EJQ.zh-CN.vtt	0.2 KB
04. Medical Example 3.html	8.3 KB
05. Medical Example 4-pL8Bf6tck_A.ar.vtt	0.4 KB
05. Medical Example 4-pL8Bf6tck_A.en.vtt	0.3 KB
05. Medical Example 4-pL8Bf6tck_A.es-ES.vtt	0.3 KB
05. Medical Example 4-pL8Bf6tck_A.it.vtt	0.3 KB
05. Medical Example 4-pL8Bf6tck_A.ja.vtt	0.3 KB
05. Medical Example 4-pL8Bf6tck_A.mp4	1.8 MB
05. Medical Example 4-pL8Bf6tck_A.pt-BR.vtt	0.4 KB
05. Medical Example 4-pL8Bf6tck_A.th.vtt	0.5 KB
05. Medical Example 4-pL8Bf6tck_A.zh-CN.vtt	0.3 KB
05. Medical Example 4-udduksMWMB4.ar.vtt	0.5 KB
05. Medical Example 4-udduksMWMB4.en.vtt	0.4 KB
05. Medical Example 4-udduksMWMB4.es-ES.vtt	0.4 KB
05. Medical Example 4-udduksMWMB4.it.vtt	0.4 KB
05. Medical Example 4-udduksMWMB4.ja.vtt	0.3 KB
05. Medical Example 4-udduksMWMB4.mp4	2.4 MB
05. Medical Example 4-udduksMWMB4.pt-BR.vtt	0.4 KB
05. Medical Example 4-udduksMWMB4.th.vtt	0.7 KB
05. Medical Example 4-udduksMWMB4.zh-CN.vtt	0.3 KB
05. Medical Example 4.html	8.4 KB
06. Medical Example 5-fqt7NIvMB0s.ar.vtt	0.2 KB
06. Medical Example 5-fqt7NIvMB0s.en.vtt	0.1 KB
06. Medical Example 5-fqt7NIvMB0s.es-ES.vtt	0.1 KB
06. Medical Example 5-fqt7NIvMB0s.it.vtt	0.1 KB
06. Medical Example 5-fqt7NIvMB0s.ja.vtt	0.1 KB
06. Medical Example 5-fqt7NIvMB0s.mp4	541.6 KB
06. Medical Example 5-fqt7NIvMB0s.pt-BR.vtt	0.2 KB
06. Medical Example 5-fqt7NIvMB0s.th.vtt	0.2 KB
06. Medical Example 5-fqt7NIvMB0s.zh-CN.vtt	0.1 KB
06. Medical Example 5-ys9w-NNKCcU.ar.vtt	0.4 KB
06. Medical Example 5-ys9w-NNKCcU.en.vtt	0.3 KB
06. Medical Example 5-ys9w-NNKCcU.es-ES.vtt	0.4 KB
06. Medical Example 5-ys9w-NNKCcU.it.vtt	0.3 KB
06. Medical Example 5-ys9w-NNKCcU.ja.vtt	0.3 KB
06. Medical Example 5-ys9w-NNKCcU.mp4	2.5 MB
06. Medical Example 5-ys9w-NNKCcU.pt-BR.vtt	0.4 KB
06. Medical Example 5-ys9w-NNKCcU.th.vtt	0.7 KB
06. Medical Example 5-ys9w-NNKCcU.zh-CN.vtt	0.3 KB
06. Medical Example 5.html	8.4 KB
07. Medical Example 6--lC9xztr4zA.ar.vtt	0.5 KB
07. Medical Example 6--lC9xztr4zA.en.vtt	0.4 KB
07. Medical Example 6--lC9xztr4zA.es-ES.vtt	0.4 KB
07. Medical Example 6--lC9xztr4zA.it.vtt	0.4 KB
07. Medical Example 6--lC9xztr4zA.ja.vtt	0.3 KB
07. Medical Example 6--lC9xztr4zA.mp4	1.8 MB
07. Medical Example 6--lC9xztr4zA.pt-BR.vtt	0.3 KB
07. Medical Example 6--lC9xztr4zA.th.vtt	0.6 KB
07. Medical Example 6--lC9xztr4zA.zh-CN.vtt	0.4 KB
07. Medical Example 6-iyE5h48qPFQ.ar.vtt	0.2 KB
07. Medical Example 6-iyE5h48qPFQ.en.vtt	0.2 KB
07. Medical Example 6-iyE5h48qPFQ.es-ES.vtt	0.2 KB
07. Medical Example 6-iyE5h48qPFQ.it.vtt	0.2 KB
07. Medical Example 6-iyE5h48qPFQ.ja.vtt	0.1 KB
07. Medical Example 6-iyE5h48qPFQ.mp4	655.0 KB
07. Medical Example 6-iyE5h48qPFQ.pt-BR.vtt	0.2 KB
07. Medical Example 6-iyE5h48qPFQ.th.vtt	0.3 KB
07. Medical Example 6-iyE5h48qPFQ.zh-CN.vtt	0.2 KB
07. Medical Example 6.html	8.4 KB
08. Medical Example 7-cw_zgQbAWNU.ar.vtt	0.2 KB
08. Medical Example 7-cw_zgQbAWNU.en.vtt	0.2 KB
08. Medical Example 7-cw_zgQbAWNU.es-ES.vtt	0.2 KB
08. Medical Example 7-cw_zgQbAWNU.it.vtt	0.2 KB
08. Medical Example 7-cw_zgQbAWNU.ja.vtt	0.2 KB
08. Medical Example 7-cw_zgQbAWNU.mp4	823.0 KB
08. Medical Example 7-cw_zgQbAWNU.pt-BR.vtt	0.2 KB
08. Medical Example 7-cw_zgQbAWNU.th.vtt	0.2 KB
08. Medical Example 7-cw_zgQbAWNU.zh-CN.vtt	0.2 KB
08. Medical Example 7-jPspIs-fNxg.ar.vtt	0.4 KB
08. Medical Example 7-jPspIs-fNxg.en.vtt	0.3 KB
08. Medical Example 7-jPspIs-fNxg.es-ES.vtt	0.4 KB
08. Medical Example 7-jPspIs-fNxg.it.vtt	0.3 KB
08. Medical Example 7-jPspIs-fNxg.ja.vtt	0.3 KB
08. Medical Example 7-jPspIs-fNxg.mp4	1.4 MB
08. Medical Example 7-jPspIs-fNxg.pt-BR.vtt	0.3 KB
08. Medical Example 7-jPspIs-fNxg.th.vtt	0.5 KB
08. Medical Example 7-jPspIs-fNxg.zh-CN.vtt	0.3 KB
08. Medical Example 7.html	8.6 KB
09. Medical Example 8-7k5oAaZamCA.ar.vtt	0.5 KB
09. Medical Example 8-7k5oAaZamCA.en.vtt	0.4 KB
09. Medical Example 8-7k5oAaZamCA.es-ES.vtt	0.4 KB
09. Medical Example 8-7k5oAaZamCA.it.vtt	0.4 KB
09. Medical Example 8-7k5oAaZamCA.ja.vtt	0.4 KB
09. Medical Example 8-7k5oAaZamCA.mp4	2.1 MB
09. Medical Example 8-7k5oAaZamCA.pt-BR.vtt	0.4 KB
09. Medical Example 8-7k5oAaZamCA.th.vtt	0.8 KB
09. Medical Example 8-7k5oAaZamCA.zh-CN.vtt	0.4 KB
09. Medical Example 8-btGdX0ZpkNU.ar.vtt	0.9 KB
09. Medical Example 8-btGdX0ZpkNU.en.vtt	0.7 KB
09. Medical Example 8-btGdX0ZpkNU.es-ES.vtt	0.7 KB
09. Medical Example 8-btGdX0ZpkNU.it.vtt	0.8 KB
09. Medical Example 8-btGdX0ZpkNU.ja.vtt	0.6 KB
09. Medical Example 8-btGdX0ZpkNU.mp4	3.7 MB
09. Medical Example 8-btGdX0ZpkNU.pt-BR.vtt	0.6 KB
09. Medical Example 8-btGdX0ZpkNU.th.vtt	1.2 KB
09. Medical Example 8-btGdX0ZpkNU.zh-CN.vtt	0.6 KB
09. Medical Example 8.html	8.6 KB
10. Total Probability-YSYpzFR4k1I.ar.vtt	2.5 KB
10. Total Probability-YSYpzFR4k1I.en.vtt	1.9 KB
10. Total Probability-YSYpzFR4k1I.es-ES.vtt	2.0 KB
10. Total Probability-YSYpzFR4k1I.it.vtt	2.0 KB
10. Total Probability-YSYpzFR4k1I.ja.vtt	1.6 KB
10. Total Probability-YSYpzFR4k1I.mp4	12.1 MB
10. Total Probability-YSYpzFR4k1I.pt-BR.vtt	1.8 KB
10. Total Probability-YSYpzFR4k1I.th.vtt	3.5 KB
10. Total Probability-YSYpzFR4k1I.zh-CN.vtt	1.8 KB
10. Total Probability.html	6.6 KB
11. Two Coins 1-QIQBb4nLsHc.ar.vtt	0.8 KB
11. Two Coins 1-QIQBb4nLsHc.en.vtt	0.7 KB
11. Two Coins 1-QIQBb4nLsHc.es-ES.vtt	0.7 KB
11. Two Coins 1-QIQBb4nLsHc.it.vtt	0.7 KB
11. Two Coins 1-QIQBb4nLsHc.ja.vtt	0.7 KB
11. Two Coins 1-QIQBb4nLsHc.mp4	4.8 MB
11. Two Coins 1-QIQBb4nLsHc.pt-BR.vtt	0.7 KB
11. Two Coins 1-QIQBb4nLsHc.th.vtt	1.6 KB
11. Two Coins 1-QIQBb4nLsHc.zh-CN.vtt	0.6 KB
11. Two Coins 1-SYnYIjLpbjE.ar.vtt	0.3 KB
11. Two Coins 1-SYnYIjLpbjE.en.vtt	0.2 KB
11. Two Coins 1-SYnYIjLpbjE.es-ES.vtt	0.3 KB
11. Two Coins 1-SYnYIjLpbjE.it.vtt	0.2 KB
11. Two Coins 1-SYnYIjLpbjE.ja.vtt	0.2 KB
11. Two Coins 1-SYnYIjLpbjE.mp4	1.5 MB
11. Two Coins 1-SYnYIjLpbjE.pt-BR.vtt	0.3 KB
11. Two Coins 1-SYnYIjLpbjE.th.vtt	0.4 KB
11. Two Coins 1-SYnYIjLpbjE.zh-CN.vtt	0.2 KB
11. Two Coins 1.html	8.6 KB
12. Two Coins 2-hoVOT8qcQ7c.ar.vtt	2.2 KB
12. Two Coins 2-hoVOT8qcQ7c.en.vtt	1.7 KB
12. Two Coins 2-hoVOT8qcQ7c.es-ES.vtt	1.8 KB
12. Two Coins 2-hoVOT8qcQ7c.it.vtt	1.8 KB
12. Two Coins 2-hoVOT8qcQ7c.ja.vtt	1.7 KB
12. Two Coins 2-hoVOT8qcQ7c.mp4	11.5 MB
12. Two Coins 2-hoVOT8qcQ7c.pt-BR.vtt	1.6 KB
12. Two Coins 2-hoVOT8qcQ7c.th.vtt	3.3 KB
12. Two Coins 2-hoVOT8qcQ7c.zh-CN.vtt	1.6 KB
12. Two Coins 2-tI0J14yQr1s.ar.vtt	1.1 KB
12. Two Coins 2-tI0J14yQr1s.en.vtt	0.8 KB
12. Two Coins 2-tI0J14yQr1s.es-ES.vtt	0.8 KB
12. Two Coins 2-tI0J14yQr1s.it.vtt	0.8 KB
12. Two Coins 2-tI0J14yQr1s.ja.vtt	0.8 KB
12. Two Coins 2-tI0J14yQr1s.mp4	4.7 MB
12. Two Coins 2-tI0J14yQr1s.pt-BR.vtt	0.7 KB
12. Two Coins 2-tI0J14yQr1s.th.vtt	1.7 KB
12. Two Coins 2-tI0J14yQr1s.zh-CN.vtt	0.7 KB
12. Two Coins 2.html	8.5 KB
13. Two Coins 3-GO6kbL3QRBE.ar.vtt	1.5 KB
13. Two Coins 3-GO6kbL3QRBE.en.vtt	1.1 KB
13. Two Coins 3-GO6kbL3QRBE.es-ES.vtt	1.1 KB
13. Two Coins 3-GO6kbL3QRBE.it.vtt	1.1 KB
13. Two Coins 3-GO6kbL3QRBE.ja.vtt	0.8 KB
13. Two Coins 3-GO6kbL3QRBE.mp4	5.6 MB
13. Two Coins 3-GO6kbL3QRBE.pt-BR.vtt	1.0 KB
13. Two Coins 3-GO6kbL3QRBE.th.vtt	1.9 KB
13. Two Coins 3-GO6kbL3QRBE.zh-CN.vtt	1.0 KB
13. Two Coins 3-JIWv5fU3GLA.ar.vtt	2.5 KB
13. Two Coins 3-JIWv5fU3GLA.en.vtt	2.1 KB
13. Two Coins 3-JIWv5fU3GLA.es-ES.vtt	2.2 KB
13. Two Coins 3-JIWv5fU3GLA.it.vtt	2.2 KB
13. Two Coins 3-JIWv5fU3GLA.ja.vtt	1.9 KB
13. Two Coins 3-JIWv5fU3GLA.mp4	13.5 MB
13. Two Coins 3-JIWv5fU3GLA.pt-BR.vtt	1.9 KB
13. Two Coins 3-JIWv5fU3GLA.th.vtt	3.6 KB
13. Two Coins 3-JIWv5fU3GLA.zh-CN.vtt	1.8 KB
13. Two Coins 3.html	8.5 KB
14. Two Coins 4-9R44IyZ-aQI.ar.vtt	1.7 KB
14. Two Coins 4-9R44IyZ-aQI.en.vtt	1.4 KB
14. Two Coins 4-9R44IyZ-aQI.es-ES.vtt	1.4 KB
14. Two Coins 4-9R44IyZ-aQI.it.vtt	1.4 KB
14. Two Coins 4-9R44IyZ-aQI.ja.vtt	1.1 KB
14. Two Coins 4-9R44IyZ-aQI.mp4	8.6 MB
14. Two Coins 4-9R44IyZ-aQI.pt-BR.vtt	1.2 KB
14. Two Coins 4-9R44IyZ-aQI.th.vtt	2.3 KB
14. Two Coins 4-9R44IyZ-aQI.zh-CN.vtt	1.3 KB
14. Two Coins 4-cDub-OOrIRE.ar.vtt	1.0 KB
14. Two Coins 4-cDub-OOrIRE.en.vtt	0.8 KB
14. Two Coins 4-cDub-OOrIRE.es-ES.vtt	0.8 KB
14. Two Coins 4-cDub-OOrIRE.it.vtt	0.8 KB
14. Two Coins 4-cDub-OOrIRE.ja.vtt	0.8 KB
14. Two Coins 4-cDub-OOrIRE.mp4	5.0 MB
14. Two Coins 4-cDub-OOrIRE.pt-BR.vtt	0.8 KB
14. Two Coins 4-cDub-OOrIRE.th.vtt	1.4 KB
14. Two Coins 4-cDub-OOrIRE.zh-CN.vtt	0.8 KB
14. Two Coins 4.html	8.6 KB
15. Summary-yepMH9VswI8.ar.vtt	3.6 KB
15. Summary-yepMH9VswI8.en.vtt	2.7 KB
15. Summary-yepMH9VswI8.es-ES.vtt	2.9 KB
15. Summary-yepMH9VswI8.it.vtt	2.9 KB
15. Summary-yepMH9VswI8.ja.vtt	2.4 KB
15. Summary-yepMH9VswI8.mp4	16.6 MB
15. Summary-yepMH9VswI8.pt-BR.vtt	2.5 KB
15. Summary-yepMH9VswI8.th.vtt	4.7 KB
15. Summary-yepMH9VswI8.zh-CN.vtt	2.5 KB
15. Summary.html	6.5 KB
16. Text Summary.html	7.0 KB
index.html	4.5 KB
/img/
48271966.gif	88.8 KB
48271967.gif	98.4 KB
48632846.gif	62.1 KB
48632848.gif	81.7 KB
48641639.gif	85.1 KB
48652467.gif	74.5 KB
48716288.gif	60.8 KB
48716290.gif	86.8 KB
48720246.gif	56.6 KB
48734186.gif	70.0 KB
48734324.gif	93.0 KB
48739228.gif	86.0 KB
/Part 12-Module 01-Lesson 07_Bayes Rule/
01. Bayes Rule.html	8.7 KB
01. Bayes Rules-CohZnkZMOxE.ar.vtt	0.9 KB
01. Bayes Rules-CohZnkZMOxE.en.vtt	0.7 KB
01. Bayes Rules-CohZnkZMOxE.es-ES.vtt	0.7 KB
01. Bayes Rules-CohZnkZMOxE.it.vtt	0.8 KB
01. Bayes Rules-CohZnkZMOxE.ja.vtt	0.9 KB
01. Bayes Rules-CohZnkZMOxE.mp4	4.0 MB
01. Bayes Rules-CohZnkZMOxE.pt-BR.vtt	0.7 KB
01. Bayes Rules-CohZnkZMOxE.th.vtt	1.0 KB
01. Bayes Rules-CohZnkZMOxE.zh-CN.vtt	0.6 KB
02. Cancer Test-CNpSrdnYvbo.ar.vtt	4.6 KB
02. Cancer Test-CNpSrdnYvbo.en.vtt	3.3 KB
02. Cancer Test-CNpSrdnYvbo.es-ES.vtt	3.5 KB
02. Cancer Test-CNpSrdnYvbo.it.vtt	3.5 KB
02. Cancer Test-CNpSrdnYvbo.ja.vtt	3.4 KB
02. Cancer Test-CNpSrdnYvbo.mp4	18.9 MB
02. Cancer Test-CNpSrdnYvbo.pt-BR.vtt	3.1 KB
02. Cancer Test-CNpSrdnYvbo.th.vtt	5.3 KB
02. Cancer Test-CNpSrdnYvbo.zh-CN.vtt	3.1 KB
02. Cancer Test-FnNveASivMA.ar.vtt	1.4 KB
02. Cancer Test-FnNveASivMA.en.vtt	1.1 KB
02. Cancer Test-FnNveASivMA.es-ES.vtt	1.1 KB
02. Cancer Test-FnNveASivMA.it.vtt	1.1 KB
02. Cancer Test-FnNveASivMA.ja.vtt	1.0 KB
02. Cancer Test-FnNveASivMA.mp4	2.2 MB
02. Cancer Test-FnNveASivMA.pt-BR.vtt	1.0 KB
02. Cancer Test-FnNveASivMA.th.vtt	2.0 KB
02. Cancer Test-FnNveASivMA.zh-CN.vtt	1.0 KB
02. Cancer Test.html	11.2 KB
03. Prior And Posterior-GlmS_jox08s.ar.vtt	0.5 KB
03. Prior And Posterior-GlmS_jox08s.en.vtt	0.4 KB
03. Prior And Posterior-GlmS_jox08s.es-ES.vtt	0.3 KB
03. Prior And Posterior-GlmS_jox08s.it.vtt	0.3 KB
03. Prior And Posterior-GlmS_jox08s.ja.vtt	0.4 KB
03. Prior And Posterior-GlmS_jox08s.mp4	3.9 MB
03. Prior And Posterior-GlmS_jox08s.pt-BR.vtt	0.4 KB
03. Prior And Posterior-GlmS_jox08s.th.vtt	0.8 KB
03. Prior And Posterior-GlmS_jox08s.zh-CN.vtt	0.4 KB
03. Prior And Posterior-o2Tpws5C2Eg.ar.vtt	4.3 KB
03. Prior And Posterior-o2Tpws5C2Eg.en.vtt	3.4 KB
03. Prior And Posterior-o2Tpws5C2Eg.es-ES.vtt	3.5 KB
03. Prior And Posterior-o2Tpws5C2Eg.it.vtt	3.6 KB
03. Prior And Posterior-o2Tpws5C2Eg.ja.vtt	2.9 KB
03. Prior And Posterior-o2Tpws5C2Eg.mp4	15.7 MB
03. Prior And Posterior-o2Tpws5C2Eg.pt-BR.vtt	3.3 KB
03. Prior And Posterior-o2Tpws5C2Eg.th.vtt	5.7 KB
03. Prior And Posterior-o2Tpws5C2Eg.zh-CN.vtt	3.1 KB
03. Prior And Posterior.html	10.8 KB
04. Normalizing 1-5Tbd3_a5Vug.ar.vtt	0.6 KB
04. Normalizing 1-5Tbd3_a5Vug.en.vtt	0.4 KB
04. Normalizing 1-5Tbd3_a5Vug.es-ES.vtt	0.5 KB
04. Normalizing 1-5Tbd3_a5Vug.it.vtt	0.5 KB
04. Normalizing 1-5Tbd3_a5Vug.ja.vtt	0.4 KB
04. Normalizing 1-5Tbd3_a5Vug.mp4	3.1 MB
04. Normalizing 1-5Tbd3_a5Vug.pt-BR.vtt	0.5 KB
04. Normalizing 1-5Tbd3_a5Vug.th.vtt	0.7 KB
04. Normalizing 1-5Tbd3_a5Vug.zh-CN.vtt	0.4 KB
04. Normalizing 1-9SbUxcyDTaQ.ar.vtt	0.5 KB
04. Normalizing 1-9SbUxcyDTaQ.en.vtt	0.3 KB
04. Normalizing 1-9SbUxcyDTaQ.es-ES.vtt	0.3 KB
04. Normalizing 1-9SbUxcyDTaQ.it.vtt	0.4 KB
04. Normalizing 1-9SbUxcyDTaQ.ja.vtt	0.4 KB
04. Normalizing 1-9SbUxcyDTaQ.mp4	2.3 MB
04. Normalizing 1-9SbUxcyDTaQ.pt-BR.vtt	0.4 KB
04. Normalizing 1-9SbUxcyDTaQ.th.vtt	0.7 KB
04. Normalizing 1-9SbUxcyDTaQ.zh-CN.vtt	0.3 KB
04. Normalizing 1.html	10.4 KB
05. Normalizing 2--pOzdj6pnbA.ar.vtt	0.1 KB
05. Normalizing 2--pOzdj6pnbA.en.vtt	0.1 KB
05. Normalizing 2--pOzdj6pnbA.es-ES.vtt	0.1 KB
05. Normalizing 2--pOzdj6pnbA.it.vtt	0.1 KB
05. Normalizing 2--pOzdj6pnbA.ja.vtt	0.1 KB
05. Normalizing 2--pOzdj6pnbA.mp4	688.1 KB
05. Normalizing 2--pOzdj6pnbA.pt-BR.vtt	0.1 KB
05. Normalizing 2--pOzdj6pnbA.th.vtt	0.1 KB
05. Normalizing 2--pOzdj6pnbA.zh-CN.vtt	0.1 KB
05. Normalizing 2-WYA5Zbf8HC4.ar.vtt	0.9 KB
05. Normalizing 2-WYA5Zbf8HC4.en.vtt	0.6 KB
05. Normalizing 2-WYA5Zbf8HC4.es-ES.vtt	0.7 KB
05. Normalizing 2-WYA5Zbf8HC4.it.vtt	0.7 KB
05. Normalizing 2-WYA5Zbf8HC4.ja.vtt	0.6 KB
05. Normalizing 2-WYA5Zbf8HC4.mp4	4.5 MB
05. Normalizing 2-WYA5Zbf8HC4.pt-BR.vtt	0.8 KB
05. Normalizing 2-WYA5Zbf8HC4.th.vtt	1.1 KB
05. Normalizing 2-WYA5Zbf8HC4.zh-CN.vtt	0.6 KB
05. Normalizing 2.html	10.4 KB
06. Normalizing 3-V96RcbbVP7Q.ar.vtt	0.3 KB
06. Normalizing 3-V96RcbbVP7Q.en.vtt	0.2 KB
06. Normalizing 3-V96RcbbVP7Q.es-ES.vtt	0.2 KB
06. Normalizing 3-V96RcbbVP7Q.it.vtt	0.2 KB
06. Normalizing 3-V96RcbbVP7Q.ja.vtt	0.2 KB
06. Normalizing 3-V96RcbbVP7Q.mp4	1.3 MB
06. Normalizing 3-V96RcbbVP7Q.pt-BR.vtt	0.3 KB
06. Normalizing 3-V96RcbbVP7Q.th.vtt	0.3 KB
06. Normalizing 3-V96RcbbVP7Q.zh-CN.vtt	0.2 KB
06. Normalizing 3-etrUbOAoh1U.ar.vtt	0.1 KB
06. Normalizing 3-etrUbOAoh1U.en.vtt	0.1 KB
06. Normalizing 3-etrUbOAoh1U.es-ES.vtt	0.1 KB
06. Normalizing 3-etrUbOAoh1U.it.vtt	0.1 KB
06. Normalizing 3-etrUbOAoh1U.ja.vtt	0.1 KB
06. Normalizing 3-etrUbOAoh1U.mp4	666.1 KB
06. Normalizing 3-etrUbOAoh1U.pt-BR.vtt	0.1 KB
06. Normalizing 3-etrUbOAoh1U.th.vtt	0.1 KB
06. Normalizing 3-etrUbOAoh1U.zh-CN.vtt	0.1 KB
06. Normalizing 3.html	10.4 KB
07. Total Probability-_hXCgF-aMB0.ar.vtt	0.2 KB
07. Total Probability-_hXCgF-aMB0.en.vtt	0.1 KB
07. Total Probability-_hXCgF-aMB0.es-ES.vtt	0.1 KB
07. Total Probability-_hXCgF-aMB0.it.vtt	0.1 KB
07. Total Probability-_hXCgF-aMB0.ja.vtt	0.1 KB
07. Total Probability-_hXCgF-aMB0.mp4	688.4 KB
07. Total Probability-_hXCgF-aMB0.pt-BR.vtt	0.2 KB
07. Total Probability-_hXCgF-aMB0.th.vtt	0.2 KB
07. Total Probability-_hXCgF-aMB0.zh-CN.vtt	0.1 KB
07. Total Probability-fAaE5K9OZJc.ar.vtt	0.4 KB
07. Total Probability-fAaE5K9OZJc.en.vtt	0.3 KB
07. Total Probability-fAaE5K9OZJc.es-ES.vtt	0.3 KB
07. Total Probability-fAaE5K9OZJc.it.vtt	0.3 KB
07. Total Probability-fAaE5K9OZJc.ja.vtt	0.3 KB
07. Total Probability-fAaE5K9OZJc.mp4	2.2 MB
07. Total Probability-fAaE5K9OZJc.pt-BR.vtt	0.4 KB
07. Total Probability-fAaE5K9OZJc.th.vtt	0.6 KB
07. Total Probability-fAaE5K9OZJc.zh-CN.vtt	0.3 KB
07. Total Probability.html	10.5 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.ar.vtt	2.5 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.en.vtt	2.0 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.es-ES.vtt	2.0 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.it.vtt	2.1 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.ja.vtt	2.0 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.mp4	13.1 MB
08. Bayes Rule Diagram-b8M9CWxRyQ4.pt-BR.vtt	2.2 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.th.vtt	3.6 KB
08. Bayes Rule Diagram-b8M9CWxRyQ4.zh-CN.vtt	1.7 KB
08. Bayes Rule Diagram.html	8.8 KB
09. Equivalent Diagram-aUFWZ2uJuBE.ar.vtt	1.5 KB
09. Equivalent Diagram-aUFWZ2uJuBE.en-GB.vtt	2.0 KB
09. Equivalent Diagram-aUFWZ2uJuBE.en.vtt	1.2 KB
09. Equivalent Diagram-aUFWZ2uJuBE.es-ES.vtt	1.2 KB
09. Equivalent Diagram-aUFWZ2uJuBE.it.vtt	1.2 KB
09. Equivalent Diagram-aUFWZ2uJuBE.ja.vtt	1.1 KB
09. Equivalent Diagram-aUFWZ2uJuBE.mp4	7.7 MB
09. Equivalent Diagram-aUFWZ2uJuBE.pt-BR.vtt	1.3 KB
09. Equivalent Diagram-aUFWZ2uJuBE.zh-CN.vtt	1.0 KB
09. Equivalent Diagram.html	9.1 KB
10. Cancer Probabilities-7ZLe_JP5wRY.ar.vtt	0.2 KB
10. Cancer Probabilities-7ZLe_JP5wRY.en.vtt	0.2 KB
10. Cancer Probabilities-7ZLe_JP5wRY.es-ES.vtt	0.2 KB
10. Cancer Probabilities-7ZLe_JP5wRY.it.vtt	0.2 KB
10. Cancer Probabilities-7ZLe_JP5wRY.ja.vtt	0.2 KB
10. Cancer Probabilities-7ZLe_JP5wRY.mp4	491.1 KB
10. Cancer Probabilities-7ZLe_JP5wRY.pt-BR.vtt	0.2 KB
10. Cancer Probabilities-7ZLe_JP5wRY.zh-CN.vtt	0.2 KB
10. Cancer Probabilities-CMQBKuYjPBM.ar.vtt	0.6 KB
10. Cancer Probabilities-CMQBKuYjPBM.en-GB.vtt	0.9 KB
10. Cancer Probabilities-CMQBKuYjPBM.en.vtt	0.5 KB
10. Cancer Probabilities-CMQBKuYjPBM.es-ES.vtt	0.5 KB
10. Cancer Probabilities-CMQBKuYjPBM.it.vtt	0.5 KB
10. Cancer Probabilities-CMQBKuYjPBM.ja.vtt	0.4 KB
10. Cancer Probabilities-CMQBKuYjPBM.mp4	3.0 MB
10. Cancer Probabilities-CMQBKuYjPBM.pt-BR.vtt	0.5 KB
10. Cancer Probabilities-CMQBKuYjPBM.zh-CN.vtt	0.4 KB
10. Cancer Probabilities.html	11.1 KB
11. Probability Given Test-41HCYR-NW-w.ar.vtt	0.5 KB
11. Probability Given Test-41HCYR-NW-w.en.vtt	0.4 KB
11. Probability Given Test-41HCYR-NW-w.es-ES.vtt	0.4 KB
11. Probability Given Test-41HCYR-NW-w.ja.vtt	0.4 KB
11. Probability Given Test-41HCYR-NW-w.mp4	2.7 MB
11. Probability Given Test-41HCYR-NW-w.pt-BR.vtt	0.5 KB
11. Probability Given Test-41HCYR-NW-w.zh-CN.vtt	0.3 KB
11. Probability Given Test-omC0zbJyzUY.ar.vtt	1.0 KB
11. Probability Given Test-omC0zbJyzUY.en.vtt	0.8 KB
11. Probability Given Test-omC0zbJyzUY.es-ES.vtt	0.8 KB
11. Probability Given Test-omC0zbJyzUY.ja.vtt	0.7 KB
11. Probability Given Test-omC0zbJyzUY.mp4	7.0 MB
11. Probability Given Test-omC0zbJyzUY.pt-BR.vtt	0.9 KB
11. Probability Given Test-omC0zbJyzUY.zh-CN.vtt	0.6 KB
11. Probability Given Test.html	10.4 KB
12. Normalizer-G9yQ_URDrDQ.ar.vtt	0.1 KB
12. Normalizer-G9yQ_URDrDQ.en.vtt	0.1 KB
12. Normalizer-G9yQ_URDrDQ.es-ES.vtt	0.1 KB
12. Normalizer-G9yQ_URDrDQ.ja.vtt	0.1 KB
12. Normalizer-G9yQ_URDrDQ.mp4	617.8 KB
12. Normalizer-G9yQ_URDrDQ.pt-BR.vtt	0.1 KB
12. Normalizer-G9yQ_URDrDQ.zh-CN.vtt	0.1 KB
12. Normalizer-W5i-gRAvZxs.ar.vtt	0.2 KB
12. Normalizer-W5i-gRAvZxs.en.vtt	0.1 KB
12. Normalizer-W5i-gRAvZxs.es-ES.vtt	0.1 KB
12. Normalizer-W5i-gRAvZxs.ja.vtt	0.1 KB
12. Normalizer-W5i-gRAvZxs.mp4	772.6 KB
12. Normalizer-W5i-gRAvZxs.pt-BR.vtt	0.2 KB
12. Normalizer-W5i-gRAvZxs.zh-CN.vtt	0.1 KB
12. Normalizer.html	9.9 KB
13. Normalizing Probability-V_Gqm42WodI.ar.vtt	0.5 KB
13. Normalizing Probability-V_Gqm42WodI.en.vtt	0.4 KB
13. Normalizing Probability-V_Gqm42WodI.es-ES.vtt	0.4 KB
13. Normalizing Probability-V_Gqm42WodI.ja.vtt	0.3 KB
13. Normalizing Probability-V_Gqm42WodI.mp4	2.3 MB
13. Normalizing Probability-V_Gqm42WodI.pt-BR.vtt	0.4 KB
13. Normalizing Probability-V_Gqm42WodI.th.vtt	0.7 KB
13. Normalizing Probability-V_Gqm42WodI.zh-CN.vtt	0.3 KB
13. Normalizing Probability-yYqN9Mf4jqw.ar.vtt	1.6 KB
13. Normalizing Probability-yYqN9Mf4jqw.en.vtt	1.1 KB
13. Normalizing Probability-yYqN9Mf4jqw.es-ES.vtt	1.3 KB
13. Normalizing Probability-yYqN9Mf4jqw.ja.vtt	1.2 KB
13. Normalizing Probability-yYqN9Mf4jqw.mp4	9.7 MB
13. Normalizing Probability-yYqN9Mf4jqw.pt-BR.vtt	1.4 KB
13. Normalizing Probability-yYqN9Mf4jqw.th.vtt	2.1 KB
13. Normalizing Probability-yYqN9Mf4jqw.zh-CN.vtt	1.0 KB
13. Normalizing Probability.html	10.9 KB
14. Disease Test 1-05upwXtARuo.ar.vtt	0.8 KB
14. Disease Test 1-05upwXtARuo.en.vtt	0.6 KB
14. Disease Test 1-05upwXtARuo.es-ES.vtt	0.7 KB
14. Disease Test 1-05upwXtARuo.ja.vtt	0.6 KB
14. Disease Test 1-05upwXtARuo.mp4	2.9 MB
14. Disease Test 1-05upwXtARuo.pt-BR.vtt	0.7 KB
14. Disease Test 1-05upwXtARuo.th.vtt	1.2 KB
14. Disease Test 1-05upwXtARuo.zh-CN.vtt	0.6 KB
14. Disease Test 1-qDGSvvabN18.ar.vtt	1.0 KB
14. Disease Test 1-qDGSvvabN18.en.vtt	0.7 KB
14. Disease Test 1-qDGSvvabN18.es-ES.vtt	0.7 KB
14. Disease Test 1-qDGSvvabN18.ja.vtt	0.7 KB
14. Disease Test 1-qDGSvvabN18.mp4	3.8 MB
14. Disease Test 1-qDGSvvabN18.pt-BR.vtt	0.8 KB
14. Disease Test 1-qDGSvvabN18.th.vtt	1.2 KB
14. Disease Test 1-qDGSvvabN18.zh-CN.vtt	0.7 KB
14. Disease Test 1.html	10.8 KB
15. Disease Test 2-FQM7i07EqGo.ar.vtt	0.3 KB
15. Disease Test 2-FQM7i07EqGo.en.vtt	0.3 KB
15. Disease Test 2-FQM7i07EqGo.es-ES.vtt	0.3 KB
15. Disease Test 2-FQM7i07EqGo.ja.vtt	0.3 KB
15. Disease Test 2-FQM7i07EqGo.mp4	1.6 MB
15. Disease Test 2-FQM7i07EqGo.pt-BR.vtt	0.3 KB
15. Disease Test 2-FQM7i07EqGo.th.vtt	0.4 KB
15. Disease Test 2-FQM7i07EqGo.zh-CN.vtt	0.2 KB
15. Disease Test 2-GsneDVJB75E.ar.vtt	0.2 KB
15. Disease Test 2-GsneDVJB75E.en.vtt	0.1 KB
15. Disease Test 2-GsneDVJB75E.es-ES.vtt	0.2 KB
15. Disease Test 2-GsneDVJB75E.ja.vtt	0.2 KB
15. Disease Test 2-GsneDVJB75E.mp4	765.6 KB
15. Disease Test 2-GsneDVJB75E.pt-BR.vtt	0.1 KB
15. Disease Test 2-GsneDVJB75E.th.vtt	0.2 KB
15. Disease Test 2-GsneDVJB75E.zh-CN.vtt	0.1 KB
15. Disease Test 2.html	10.2 KB
16. Disease Test 3-PfEYA6z-19w.ar.vtt	0.1 KB
16. Disease Test 3-PfEYA6z-19w.en.vtt	0.1 KB
16. Disease Test 3-PfEYA6z-19w.es-ES.vtt	0.1 KB
16. Disease Test 3-PfEYA6z-19w.ja.vtt	0.1 KB
16. Disease Test 3-PfEYA6z-19w.mp4	433.9 KB
16. Disease Test 3-PfEYA6z-19w.pt-BR.vtt	0.1 KB
16. Disease Test 3-PfEYA6z-19w.th.vtt	0.1 KB
16. Disease Test 3-PfEYA6z-19w.zh-CN.vtt	0.1 KB
16. Disease Test 3-a61GPGk-Qy4.ar.vtt	0.2 KB
16. Disease Test 3-a61GPGk-Qy4.en.vtt	0.2 KB
16. Disease Test 3-a61GPGk-Qy4.es-ES.vtt	0.2 KB
16. Disease Test 3-a61GPGk-Qy4.ja.vtt	0.3 KB
16. Disease Test 3-a61GPGk-Qy4.mp4	1.7 MB
16. Disease Test 3-a61GPGk-Qy4.pt-BR.vtt	0.2 KB
16. Disease Test 3-a61GPGk-Qy4.th.vtt	0.3 KB
16. Disease Test 3-a61GPGk-Qy4.zh-CN.vtt	0.2 KB
16. Disease Test 3.html	10.2 KB
17. Disease Test 4-UERKMwmkAsM.ar.vtt	0.2 KB
17. Disease Test 4-UERKMwmkAsM.en.vtt	0.1 KB
17. Disease Test 4-UERKMwmkAsM.es-ES.vtt	0.1 KB
17. Disease Test 4-UERKMwmkAsM.ja.vtt	0.1 KB
17. Disease Test 4-UERKMwmkAsM.mp4	771.1 KB
17. Disease Test 4-UERKMwmkAsM.pt-BR.vtt	0.1 KB
17. Disease Test 4-UERKMwmkAsM.th.vtt	0.2 KB
17. Disease Test 4-UERKMwmkAsM.zh-CN.vtt	0.1 KB
17. Disease Test 4-ztkKTrMZHXg.ar.vtt	0.1 KB
17. Disease Test 4-ztkKTrMZHXg.en.vtt	0.1 KB
17. Disease Test 4-ztkKTrMZHXg.es-ES.vtt	0.1 KB
17. Disease Test 4-ztkKTrMZHXg.ja.vtt	0.1 KB
17. Disease Test 4-ztkKTrMZHXg.mp4	291.7 KB
17. Disease Test 4-ztkKTrMZHXg.pt-BR.vtt	0.1 KB
17. Disease Test 4-ztkKTrMZHXg.th.vtt	0.2 KB
17. Disease Test 4-ztkKTrMZHXg.zh-CN.vtt	0.1 KB
17. Disease Test 4.html	10.2 KB
18. Disease Test 5-4qW7a5E74No.ar.vtt	0.1 KB
18. Disease Test 5-4qW7a5E74No.en.vtt	0.1 KB
18. Disease Test 5-4qW7a5E74No.es-ES.vtt	0.1 KB
18. Disease Test 5-4qW7a5E74No.ja.vtt	0.1 KB
18. Disease Test 5-4qW7a5E74No.mp4	400.3 KB
18. Disease Test 5-4qW7a5E74No.pt-BR.vtt	0.1 KB
18. Disease Test 5-4qW7a5E74No.th.vtt	0.2 KB
18. Disease Test 5-4qW7a5E74No.zh-CN.vtt	0.1 KB
18. Disease Test 5-nUxwwMNKIYo.ar.vtt	0.7 KB
18. Disease Test 5-nUxwwMNKIYo.en.vtt	0.5 KB
18. Disease Test 5-nUxwwMNKIYo.es-ES.vtt	0.5 KB
18. Disease Test 5-nUxwwMNKIYo.ja.vtt	0.5 KB
18. Disease Test 5-nUxwwMNKIYo.mp4	3.8 MB
18. Disease Test 5-nUxwwMNKIYo.pt-BR.vtt	0.6 KB
18. Disease Test 5-nUxwwMNKIYo.th.vtt	0.8 KB
18. Disease Test 5-nUxwwMNKIYo.zh-CN.vtt	0.4 KB
18. Disease Test 5.html	10.5 KB
19. Disease Test 6-OdVAt79eQak.ar.vtt	1.1 KB
19. Disease Test 6-OdVAt79eQak.en-GB.vtt	1.3 KB
19. Disease Test 6-OdVAt79eQak.en.vtt	0.8 KB
19. Disease Test 6-OdVAt79eQak.es-ES.vtt	0.8 KB
19. Disease Test 6-OdVAt79eQak.ja.vtt	0.8 KB
19. Disease Test 6-OdVAt79eQak.mp4	7.4 MB
19. Disease Test 6-OdVAt79eQak.pt-BR.vtt	0.9 KB
19. Disease Test 6-OdVAt79eQak.zh-CN.vtt	0.7 KB
19. Disease Test 6-cdFrLeXIkZU.ar.vtt	0.3 KB
19. Disease Test 6-cdFrLeXIkZU.en.vtt	0.2 KB
19. Disease Test 6-cdFrLeXIkZU.es-ES.vtt	0.3 KB
19. Disease Test 6-cdFrLeXIkZU.ja.vtt	0.2 KB
19. Disease Test 6-cdFrLeXIkZU.mp4	1.3 MB
19. Disease Test 6-cdFrLeXIkZU.pt-BR.vtt	0.3 KB
19. Disease Test 6-cdFrLeXIkZU.th.vtt	0.4 KB
19. Disease Test 6-cdFrLeXIkZU.zh-CN.vtt	0.2 KB
19. Disease Test 6.html	10.5 KB
20. Bayes Rule Summary-RgXQ8GRsjfc.ar.vtt	3.9 KB
20. Bayes Rule Summary-RgXQ8GRsjfc.en.vtt	2.6 KB
20. Bayes Rule Summary-RgXQ8GRsjfc.es-ES.vtt	2.7 KB
20. Bayes Rule Summary-RgXQ8GRsjfc.ja.vtt	2.7 KB
20. Bayes Rule Summary-RgXQ8GRsjfc.mp4	17.7 MB
20. Bayes Rule Summary-RgXQ8GRsjfc.pt-BR.vtt	3.2 KB
20. Bayes Rule Summary-RgXQ8GRsjfc.th.vtt	4.8 KB
20. Bayes Rule Summary-RgXQ8GRsjfc.zh-CN.vtt	2.3 KB
20. Bayes Rule Summary.html	8.7 KB
21. Robot Sensing 1--TBAfU1cjRU.ar.vtt	0.8 KB
21. Robot Sensing 1--TBAfU1cjRU.en.vtt	0.5 KB
21. Robot Sensing 1--TBAfU1cjRU.es-ES.vtt	0.6 KB
21. Robot Sensing 1--TBAfU1cjRU.ja.vtt	0.6 KB
21. Robot Sensing 1--TBAfU1cjRU.mp4	5.4 MB
21. Robot Sensing 1--TBAfU1cjRU.pt-BR.vtt	0.7 KB
21. Robot Sensing 1--TBAfU1cjRU.th.vtt	0.9 KB
21. Robot Sensing 1--TBAfU1cjRU.zh-CN.vtt	0.5 KB
21. Robot Sensing 1-_DjfTytro6I.ar.vtt	2.1 KB
21. Robot Sensing 1-_DjfTytro6I.en.vtt	1.5 KB
21. Robot Sensing 1-_DjfTytro6I.es-ES.vtt	1.6 KB
21. Robot Sensing 1-_DjfTytro6I.ja.vtt	1.4 KB
21. Robot Sensing 1-_DjfTytro6I.mp4	12.0 MB
21. Robot Sensing 1-_DjfTytro6I.pt-BR.vtt	1.8 KB
21. Robot Sensing 1-_DjfTytro6I.th.vtt	3.0 KB
21. Robot Sensing 1-_DjfTytro6I.zh-CN.vtt	1.3 KB
21. Robot Sensing 1.html	14.3 KB
22. Robot Sensing 2-aBBmlnd7okQ.ar.vtt	1.1 KB
22. Robot Sensing 2-aBBmlnd7okQ.en.vtt	1.0 KB
22. Robot Sensing 2-aBBmlnd7okQ.es-ES.vtt	1.0 KB
22. Robot Sensing 2-aBBmlnd7okQ.ja.vtt	0.8 KB
22. Robot Sensing 2-aBBmlnd7okQ.mp4	2.1 MB
22. Robot Sensing 2-aBBmlnd7okQ.pt-BR.vtt	0.9 KB
22. Robot Sensing 2-aBBmlnd7okQ.zh-CN.vtt	0.9 KB
22. Robot Sensing 2-t22oDruXhuo.ar.vtt	0.6 KB
22. Robot Sensing 2-t22oDruXhuo.en.vtt	0.4 KB
22. Robot Sensing 2-t22oDruXhuo.es-ES.vtt	0.5 KB
22. Robot Sensing 2-t22oDruXhuo.ja.vtt	0.4 KB
22. Robot Sensing 2-t22oDruXhuo.mp4	2.5 MB
22. Robot Sensing 2-t22oDruXhuo.pt-BR.vtt	0.5 KB
22. Robot Sensing 2-t22oDruXhuo.zh-CN.vtt	0.4 KB
22. Robot Sensing 2.html	10.3 KB
23. Robot Sensing 3--6l4_oprDOk.ar.vtt	0.4 KB
23. Robot Sensing 3--6l4_oprDOk.en.vtt	0.3 KB
23. Robot Sensing 3--6l4_oprDOk.es-ES.vtt	0.3 KB
23. Robot Sensing 3--6l4_oprDOk.ja.vtt	0.3 KB
23. Robot Sensing 3--6l4_oprDOk.mp4	1.6 MB
23. Robot Sensing 3--6l4_oprDOk.pt-BR.vtt	0.3 KB
23. Robot Sensing 3--6l4_oprDOk.th.vtt	0.5 KB
23. Robot Sensing 3--6l4_oprDOk.zh-CN.vtt	0.3 KB
23. Robot Sensing 3-m1LSU9SPZ2k.ar.vtt	0.8 KB
23. Robot Sensing 3-m1LSU9SPZ2k.en.vtt	0.7 KB
23. Robot Sensing 3-m1LSU9SPZ2k.es-ES.vtt	0.7 KB
23. Robot Sensing 3-m1LSU9SPZ2k.ja.vtt	0.7 KB
23. Robot Sensing 3-m1LSU9SPZ2k.mp4	5.8 MB
23. Robot Sensing 3-m1LSU9SPZ2k.pt-BR.vtt	0.7 KB
23. Robot Sensing 3-m1LSU9SPZ2k.zh-CN.vtt	0.6 KB
23. Robot Sensing 3.html	10.4 KB
24. Robot Sensing 4-d_fbDqAGVdE.ar.vtt	0.3 KB
24. Robot Sensing 4-d_fbDqAGVdE.en.vtt	0.2 KB
24. Robot Sensing 4-d_fbDqAGVdE.es-ES.vtt	0.2 KB
24. Robot Sensing 4-d_fbDqAGVdE.ja.vtt	0.2 KB
24. Robot Sensing 4-d_fbDqAGVdE.mp4	1.1 MB
24. Robot Sensing 4-d_fbDqAGVdE.pt-BR.vtt	0.2 KB
24. Robot Sensing 4-d_fbDqAGVdE.zh-CN.vtt	0.2 KB
24. Robot Sensing 4-vasdN2Gol0M.ar.vtt	2.3 KB
24. Robot Sensing 4-vasdN2Gol0M.en.vtt	1.7 KB
24. Robot Sensing 4-vasdN2Gol0M.es-ES.vtt	1.7 KB
24. Robot Sensing 4-vasdN2Gol0M.ja.vtt	1.6 KB
24. Robot Sensing 4-vasdN2Gol0M.mp4	10.4 MB
24. Robot Sensing 4-vasdN2Gol0M.pt-BR.vtt	1.6 KB
24. Robot Sensing 4-vasdN2Gol0M.th.vtt	3.1 KB
24. Robot Sensing 4-vasdN2Gol0M.zh-CN.vtt	1.6 KB
24. Robot Sensing 4.html	10.1 KB
25. Robot Sensing 5-PGG9agooCvw.ar.vtt	0.5 KB
25. Robot Sensing 5-PGG9agooCvw.en.vtt	0.4 KB
25. Robot Sensing 5-PGG9agooCvw.es-ES.vtt	0.5 KB
25. Robot Sensing 5-PGG9agooCvw.ja.vtt	0.4 KB
25. Robot Sensing 5-PGG9agooCvw.mp4	1.8 MB
25. Robot Sensing 5-PGG9agooCvw.pt-BR.vtt	0.4 KB
25. Robot Sensing 5-PGG9agooCvw.th.vtt	0.7 KB
25. Robot Sensing 5-PGG9agooCvw.zh-CN.vtt	0.4 KB
25. Robot Sensing 5-tIrqdYTT_9Q.ar.vtt	0.1 KB
25. Robot Sensing 5-tIrqdYTT_9Q.en.vtt	0.1 KB
25. Robot Sensing 5-tIrqdYTT_9Q.es-ES.vtt	0.1 KB
25. Robot Sensing 5-tIrqdYTT_9Q.ja.vtt	0.1 KB
25. Robot Sensing 5-tIrqdYTT_9Q.mp4	518.2 KB
25. Robot Sensing 5-tIrqdYTT_9Q.pt-BR.vtt	0.1 KB
25. Robot Sensing 5-tIrqdYTT_9Q.th.vtt	0.1 KB
25. Robot Sensing 5-tIrqdYTT_9Q.zh-CN.vtt	0.1 KB
25. Robot Sensing 5.html	10.2 KB
26. Robot Sensing 6-Se-ddM2Wdac.ar.vtt	0.2 KB
26. Robot Sensing 6-Se-ddM2Wdac.en.vtt	0.1 KB
26. Robot Sensing 6-Se-ddM2Wdac.es-ES.vtt	0.2 KB
26. Robot Sensing 6-Se-ddM2Wdac.ja.vtt	0.2 KB
26. Robot Sensing 6-Se-ddM2Wdac.mp4	496.3 KB
26. Robot Sensing 6-Se-ddM2Wdac.pt-BR.vtt	0.2 KB
26. Robot Sensing 6-Se-ddM2Wdac.th.vtt	0.2 KB
26. Robot Sensing 6-Se-ddM2Wdac.zh-CN.vtt	0.1 KB
26. Robot Sensing 6-hXyXlk0gYzk.ar.vtt	0.5 KB
26. Robot Sensing 6-hXyXlk0gYzk.en.vtt	0.3 KB
26. Robot Sensing 6-hXyXlk0gYzk.es-ES.vtt	0.3 KB
26. Robot Sensing 6-hXyXlk0gYzk.ja.vtt	0.3 KB
26. Robot Sensing 6-hXyXlk0gYzk.mp4	1.7 MB
26. Robot Sensing 6-hXyXlk0gYzk.pt-BR.vtt	0.3 KB
26. Robot Sensing 6-hXyXlk0gYzk.th.vtt	0.6 KB
26. Robot Sensing 6-hXyXlk0gYzk.zh-CN.vtt	0.3 KB
26. Robot Sensing 6.html	10.2 KB
27. Robot Sensing 7-clFL503NPyY.ar.vtt	0.1 KB
27. Robot Sensing 7-clFL503NPyY.en.vtt	0.1 KB
27. Robot Sensing 7-clFL503NPyY.es-ES.vtt	0.1 KB
27. Robot Sensing 7-clFL503NPyY.ja.vtt	0.1 KB
27. Robot Sensing 7-clFL503NPyY.mp4	223.5 KB
27. Robot Sensing 7-clFL503NPyY.pt-BR.vtt	0.1 KB
27. Robot Sensing 7-clFL503NPyY.th.vtt	0.2 KB
27. Robot Sensing 7-clFL503NPyY.zh-CN.vtt	0.1 KB
27. Robot Sensing 7-goEMc0w58xM.ar.vtt	0.2 KB
27. Robot Sensing 7-goEMc0w58xM.en.vtt	0.2 KB
27. Robot Sensing 7-goEMc0w58xM.es-ES.vtt	0.2 KB
27. Robot Sensing 7-goEMc0w58xM.ja.vtt	0.2 KB
27. Robot Sensing 7-goEMc0w58xM.mp4	484.7 KB
27. Robot Sensing 7-goEMc0w58xM.pt-BR.vtt	0.2 KB
27. Robot Sensing 7-goEMc0w58xM.th.vtt	0.2 KB
27. Robot Sensing 7-goEMc0w58xM.zh-CN.vtt	0.2 KB
27. Robot Sensing 7.html	10.2 KB
28. Robot Sensing 8-hyAQ28MYmc4.ar.vtt	0.3 KB
28. Robot Sensing 8-hyAQ28MYmc4.en.vtt	0.2 KB
28. Robot Sensing 8-hyAQ28MYmc4.es-ES.vtt	0.2 KB
28. Robot Sensing 8-hyAQ28MYmc4.ja.vtt	0.2 KB
28. Robot Sensing 8-hyAQ28MYmc4.mp4	1.0 MB
28. Robot Sensing 8-hyAQ28MYmc4.pt-BR.vtt	0.2 KB
28. Robot Sensing 8-hyAQ28MYmc4.th.vtt	0.4 KB
28. Robot Sensing 8-hyAQ28MYmc4.zh-CN.vtt	0.2 KB
28. Robot Sensing 8-lmuonrQp_lM.ar.vtt	0.6 KB
28. Robot Sensing 8-lmuonrQp_lM.en-GB.vtt	0.8 KB
28. Robot Sensing 8-lmuonrQp_lM.en.vtt	0.5 KB
28. Robot Sensing 8-lmuonrQp_lM.es-ES.vtt	0.5 KB
28. Robot Sensing 8-lmuonrQp_lM.ja.vtt	0.5 KB
28. Robot Sensing 8-lmuonrQp_lM.mp4	3.5 MB
28. Robot Sensing 8-lmuonrQp_lM.pt-BR.vtt	0.5 KB
28. Robot Sensing 8-lmuonrQp_lM.zh-CN.vtt	0.5 KB
28. Robot Sensing 8.html	10.8 KB
29. Generalizing-SdMk3aROgSc.ar.vtt	1.8 KB
29. Generalizing-SdMk3aROgSc.en.vtt	1.3 KB
29. Generalizing-SdMk3aROgSc.es-ES.vtt	1.4 KB
29. Generalizing-SdMk3aROgSc.ja.vtt	1.2 KB
29. Generalizing-SdMk3aROgSc.mp4	6.6 MB
29. Generalizing-SdMk3aROgSc.pt-BR.vtt	1.4 KB
29. Generalizing-SdMk3aROgSc.zh-CN.vtt	1.2 KB
29. Generalizing.html	8.5 KB
30. Sebastian At Home-R4zq6mPPMxs.ar.vtt	1.9 KB
30. Sebastian At Home-R4zq6mPPMxs.en.vtt	1.5 KB
30. Sebastian At Home-R4zq6mPPMxs.es-ES.vtt	1.5 KB
30. Sebastian At Home-R4zq6mPPMxs.ja.vtt	1.5 KB
30. Sebastian At Home-R4zq6mPPMxs.mp4	11.6 MB
30. Sebastian At Home-R4zq6mPPMxs.pt-BR.vtt	1.8 KB
30. Sebastian At Home-R4zq6mPPMxs.zh-CN.vtt	1.2 KB
30. Sebastian At Home-TtmQ7YCw_1Y.ar.vtt	1.6 KB
30. Sebastian At Home-TtmQ7YCw_1Y.en.vtt	1.1 KB
30. Sebastian At Home-TtmQ7YCw_1Y.es-ES.vtt	1.2 KB
30. Sebastian At Home-TtmQ7YCw_1Y.ja.vtt	1.2 KB
30. Sebastian At Home-TtmQ7YCw_1Y.mp4	8.1 MB
30. Sebastian At Home-TtmQ7YCw_1Y.pt-BR.vtt	1.3 KB
30. Sebastian At Home-TtmQ7YCw_1Y.zh-CN.vtt	0.9 KB
30. Sebastian At Home.html	10.0 KB
31. Learning Objectives - Conditional Probability.html	17.8 KB
32. Reducing Uncertainty-zuFMhmKQ--o.ar.vtt	1.9 KB
32. Reducing Uncertainty-zuFMhmKQ--o.en.vtt	1.5 KB
32. Reducing Uncertainty-zuFMhmKQ--o.mp4	4.6 MB
32. Reducing Uncertainty-zuFMhmKQ--o.pt-BR.vtt	1.5 KB
32. Reducing Uncertainty-zuFMhmKQ--o.zh-CN.vtt	1.3 KB
32. Reducing Uncertainty.html	8.3 KB
33. Bayes' Rule and Robotics-meNSO42JF6I.ar.vtt	1.3 KB
33. Bayes' Rule and Robotics-meNSO42JF6I.en.vtt	1.0 KB
33. Bayes' Rule and Robotics-meNSO42JF6I.mp4	3.1 MB
33. Bayes' Rule and Robotics-meNSO42JF6I.pt-BR.vtt	1.2 KB
33. Bayes' Rule and Robotics-meNSO42JF6I.zh-CN.vtt	0.9 KB
33. Bayes' Rule and Robotics.html	8.4 KB
34. Learning from Sensor Data.html	11.6 KB
35. Using Sensor Data-vhl-SADfti8.ar.vtt	2.2 KB
35. Using Sensor Data-vhl-SADfti8.en.vtt	1.6 KB
35. Using Sensor Data-vhl-SADfti8.mp4	5.5 MB
35. Using Sensor Data-vhl-SADfti8.pt-BR.vtt	1.9 KB
35. Using Sensor Data-vhl-SADfti8.zh-CN.vtt	1.4 KB
35. Using Sensor Data.html	8.3 KB
36. Learning Objectives - Bayes' Rule.html	16.4 KB
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt	0.7 KB
37. Bayes Rule Conclusion-vlfDGCD8w0s.en.vtt	0.5 KB
37. Bayes Rule Conclusion-vlfDGCD8w0s.mp4	1.7 MB
37. Bayes Rule Conclusion-vlfDGCD8w0s.pt-BR.vtt	0.6 KB
37. Bayes Rule Conclusion-vlfDGCD8w0s.zh-CN.vtt	0.5 KB
37. Bayes Rule Conclusion.html	8.3 KB
index.html	6.1 KB
/img/
48011955.gif	83.9 KB
48198838.gif	84.0 KB
48198839.gif	84.8 KB
48230509.gif	61.8 KB
48230510.gif	81.1 KB
48240997.gif	90.7 KB
48240998.gif	82.5 KB
48241000.gif	76.5 KB
48292975.gif	60.2 KB
48296523.gif	73.5 KB
48310768.gif	89.8 KB
48311831.gif	82.3 KB
48311832.gif	84.9 KB
48445276.gif	85.2 KB
48480558.gif	71.0 KB
48480561.gif	88.0 KB
48609553.gif	72.4 KB
48629196.gif	72.6 KB
48646780.gif	85.9 KB
48686674.gif	77.6 KB
48704300.gif	82.6 KB
48709280.gif	75.7 KB
48726280.gif	86.7 KB
48737119.gif	79.0 KB
48743074.gif	89.2 KB
screen-shot-2017-08-02-at-11.40.37-am.png	110.8 KB
screen-shot-2017-08-02-at-11.49.10-am.png	123.2 KB
screen-shot-2017-08-02-at-4.57.01-pm.png	86.0 KB
/Part 12-Module 01-Lesson 08_Python Probability Practice/
01. Introduction.html	5.6 KB
01. Python Probability Introduction-tFMdvAN7WDY.ar.vtt	0.7 KB
01. Python Probability Introduction-tFMdvAN7WDY.en.vtt	0.5 KB
01. Python Probability Introduction-tFMdvAN7WDY.mp4	1.7 MB
01. Python Probability Introduction-tFMdvAN7WDY.pt-BR.vtt	0.5 KB
01. Python Probability Introduction-tFMdvAN7WDY.zh-CN.vtt	0.4 KB
02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt	5.0 KB
02. Simulating Coin Flips-7YtQNZ3iy6o.en.vtt	3.7 KB
02. Simulating Coin Flips-7YtQNZ3iy6o.mp4	4.0 MB
02. Simulating Coin Flips-7YtQNZ3iy6o.pt-BR.vtt	4.0 KB
02. Simulating Coin Flips-7YtQNZ3iy6o.zh-CN.vtt	3.3 KB
02. Simulating Coin Flips.html	6.7 KB
03. Probability Quiz.html	10.4 KB
04. Simulating Many Coin Flips-AqpWQIj2V5Y.ar.vtt	4.1 KB
04. Simulating Many Coin Flips-AqpWQIj2V5Y.en.vtt	3.3 KB
04. Simulating Many Coin Flips-AqpWQIj2V5Y.mp4	3.6 MB
04. Simulating Many Coin Flips-AqpWQIj2V5Y.pt-BR.vtt	3.4 KB
04. Simulating Many Coin Flips-AqpWQIj2V5Y.zh-CN.vtt	3.1 KB
04. Simulating Many Coin Flips.html	6.7 KB
05. Binomial Distributions Quiz.html	10.2 KB
06. Cancer Test Results.html	11.9 KB
07. Conditional Probability Bayes Rule Quiz.html	10.9 KB
08. Conclusion.html	5.6 KB
08. Python Probability Conclusion-4JYar5GykXk.ar.vtt	0.9 KB
08. Python Probability Conclusion-4JYar5GykXk.en.vtt	0.7 KB
08. Python Probability Conclusion-4JYar5GykXk.mp4	2.2 MB
08. Python Probability Conclusion-4JYar5GykXk.pt-BR.vtt	0.8 KB
08. Python Probability Conclusion-4JYar5GykXk.zh-CN.vtt	0.6 KB
index.html	4.1 KB
/Part 12-Module 01-Lesson 09_Normal Distribution Theory/
01. Maximum Probability-5zkupL6EWh8.ar.vtt	0.6 KB
01. Maximum Probability-5zkupL6EWh8.en.vtt	0.5 KB
01. Maximum Probability-5zkupL6EWh8.es-ES.vtt	0.5 KB
01. Maximum Probability-5zkupL6EWh8.ja.vtt	0.5 KB
01. Maximum Probability-5zkupL6EWh8.mp4	1.3 MB
01. Maximum Probability-5zkupL6EWh8.pt-BR.vtt	0.6 KB
01. Maximum Probability-5zkupL6EWh8.zh-CN.vtt	0.4 KB
01. Maximum Probability-b2zvrFL8AUw.ar.vtt	2.8 KB
01. Maximum Probability-b2zvrFL8AUw.en.vtt	2.2 KB
01. Maximum Probability-b2zvrFL8AUw.es-ES.vtt	2.2 KB
01. Maximum Probability-b2zvrFL8AUw.ja.vtt	2.1 KB
01. Maximum Probability-b2zvrFL8AUw.mp4	23.0 MB
01. Maximum Probability-b2zvrFL8AUw.pt-BR.vtt	2.6 KB
01. Maximum Probability-b2zvrFL8AUw.zh-CN.vtt	1.8 KB
01. Maximum Probability.html	7.8 KB
02. Shape-DjsL64Kjr1Q.ar.vtt	2.7 KB
02. Shape-DjsL64Kjr1Q.en.vtt	1.9 KB
02. Shape-DjsL64Kjr1Q.es-ES.vtt	1.9 KB
02. Shape-DjsL64Kjr1Q.ja.vtt	1.8 KB
02. Shape-DjsL64Kjr1Q.mp4	11.7 MB
02. Shape-DjsL64Kjr1Q.pt-BR.vtt	2.0 KB
02. Shape-DjsL64Kjr1Q.zh-CN.vtt	1.6 KB
02. Shape-w5qcGO8krMw.ar.vtt	1.0 KB
02. Shape-w5qcGO8krMw.en.vtt	0.8 KB
02. Shape-w5qcGO8krMw.es-ES.vtt	0.8 KB
02. Shape-w5qcGO8krMw.ja.vtt	0.7 KB
02. Shape-w5qcGO8krMw.mp4	1.7 MB
02. Shape-w5qcGO8krMw.pt-BR.vtt	0.8 KB
02. Shape-w5qcGO8krMw.zh-CN.vtt	0.6 KB
02. Shape.html	8.2 KB
03. Better Formula-vMAl1m8ZtoI.ar.vtt	0.7 KB
03. Better Formula-vMAl1m8ZtoI.en.vtt	0.5 KB
03. Better Formula-vMAl1m8ZtoI.es-ES.vtt	0.5 KB
03. Better Formula-vMAl1m8ZtoI.ja.vtt	0.5 KB
03. Better Formula-vMAl1m8ZtoI.mp4	2.6 MB
03. Better Formula-vMAl1m8ZtoI.pt-BR.vtt	0.5 KB
03. Better Formula-vMAl1m8ZtoI.zh-CN.vtt	0.5 KB
03. Better Formula-z2xsu2Kehyo.ar.vtt	0.3 KB
03. Better Formula-z2xsu2Kehyo.en.vtt	0.2 KB
03. Better Formula-z2xsu2Kehyo.es-ES.vtt	0.2 KB
03. Better Formula-z2xsu2Kehyo.ja.vtt	0.2 KB
03. Better Formula-z2xsu2Kehyo.mp4	1.2 MB
03. Better Formula-z2xsu2Kehyo.pt-BR.vtt	0.2 KB
03. Better Formula-z2xsu2Kehyo.zh-CN.vtt	0.2 KB
03. Better Formula.html	7.9 KB
04. Quadratics-1R44jvxIPJY.ar.vtt	1.7 KB
04. Quadratics-1R44jvxIPJY.en.vtt	1.4 KB
04. Quadratics-1R44jvxIPJY.es-ES.vtt	1.4 KB
04. Quadratics-1R44jvxIPJY.ja.vtt	1.2 KB
04. Quadratics-1R44jvxIPJY.mp4	7.6 MB
04. Quadratics-1R44jvxIPJY.pt-BR.vtt	1.4 KB
04. Quadratics-1R44jvxIPJY.zh-CN.vtt	1.2 KB
04. Quadratics-GzRNoodJZxk.ar.vtt	0.8 KB
04. Quadratics-GzRNoodJZxk.en.vtt	0.6 KB
04. Quadratics-GzRNoodJZxk.es-ES.vtt	0.6 KB
04. Quadratics-GzRNoodJZxk.ja.vtt	0.5 KB
04. Quadratics-GzRNoodJZxk.mp4	884.7 KB
04. Quadratics-GzRNoodJZxk.pt-BR.vtt	0.6 KB
04. Quadratics-GzRNoodJZxk.zh-CN.vtt	0.5 KB
04. Quadratics.html	8.3 KB
05. Quadratics 2-HjpgML5zsUE.ar.vtt	1.2 KB
05. Quadratics 2-HjpgML5zsUE.en.vtt	0.9 KB
05. Quadratics 2-HjpgML5zsUE.es-ES.vtt	0.9 KB
05. Quadratics 2-HjpgML5zsUE.ja.vtt	0.8 KB
05. Quadratics 2-HjpgML5zsUE.mp4	4.9 MB
05. Quadratics 2-HjpgML5zsUE.pt-BR.vtt	0.9 KB
05. Quadratics 2-HjpgML5zsUE.zh-CN.vtt	0.8 KB
05. Quadratics 2-N-wpkttwcoA.ar.vtt	1.0 KB
05. Quadratics 2-N-wpkttwcoA.en.vtt	0.7 KB
05. Quadratics 2-N-wpkttwcoA.es-ES.vtt	0.8 KB
05. Quadratics 2-N-wpkttwcoA.ja.vtt	0.7 KB
05. Quadratics 2-N-wpkttwcoA.mp4	1.7 MB
05. Quadratics 2-N-wpkttwcoA.pt-BR.vtt	0.7 KB
05. Quadratics 2-N-wpkttwcoA.zh-CN.vtt	0.7 KB
05. Quadratics 2.html	8.2 KB
06. Quadratics 3-Ny2vcRZ6Aws.ar.vtt	0.6 KB
06. Quadratics 3-Ny2vcRZ6Aws.en.vtt	0.5 KB
06. Quadratics 3-Ny2vcRZ6Aws.es-ES.vtt	0.5 KB
06. Quadratics 3-Ny2vcRZ6Aws.ja.vtt	0.4 KB
06. Quadratics 3-Ny2vcRZ6Aws.mp4	2.7 MB
06. Quadratics 3-Ny2vcRZ6Aws.pt-BR.vtt	0.5 KB
06. Quadratics 3-Ny2vcRZ6Aws.zh-CN.vtt	0.4 KB
06. Quadratics 3-YSMWpFM92S0.ar.vtt	1.0 KB
06. Quadratics 3-YSMWpFM92S0.en.vtt	0.8 KB
06. Quadratics 3-YSMWpFM92S0.es-ES.vtt	0.7 KB
06. Quadratics 3-YSMWpFM92S0.ja.vtt	0.6 KB
06. Quadratics 3-YSMWpFM92S0.mp4	2.7 MB
06. Quadratics 3-YSMWpFM92S0.pt-BR.vtt	0.7 KB
06. Quadratics 3-YSMWpFM92S0.zh-CN.vtt	0.6 KB
06. Quadratics 3.html	8.3 KB
07. Quadratics 4-yimIE9fCvi8.ar.vtt	0.8 KB
07. Quadratics 4-yimIE9fCvi8.en.vtt	0.6 KB
07. Quadratics 4-yimIE9fCvi8.es-ES.vtt	0.6 KB
07. Quadratics 4-yimIE9fCvi8.ja.vtt	0.4 KB
07. Quadratics 4-yimIE9fCvi8.mp4	2.1 MB
07. Quadratics 4-yimIE9fCvi8.pt-BR.vtt	0.5 KB
07. Quadratics 4-yimIE9fCvi8.zh-CN.vtt	0.5 KB
07. Quadratics 4-zB2Y-5YEIec.ar.vtt	0.6 KB
07. Quadratics 4-zB2Y-5YEIec.en.vtt	0.5 KB
07. Quadratics 4-zB2Y-5YEIec.es-ES.vtt	0.5 KB
07. Quadratics 4-zB2Y-5YEIec.ja.vtt	0.4 KB
07. Quadratics 4-zB2Y-5YEIec.mp4	531.5 KB
07. Quadratics 4-zB2Y-5YEIec.pt-BR.vtt	0.5 KB
07. Quadratics 4-zB2Y-5YEIec.zh-CN.vtt	0.4 KB
07. Quadratics 4.html	7.8 KB
08. Maximum-02v8ui9riew.ar.vtt	1.7 KB
08. Maximum-02v8ui9riew.en.vtt	1.3 KB
08. Maximum-02v8ui9riew.es-ES.vtt	1.3 KB
08. Maximum-02v8ui9riew.ja.vtt	1.1 KB
08. Maximum-02v8ui9riew.mp4	6.9 MB
08. Maximum-02v8ui9riew.pt-BR.vtt	1.3 KB
08. Maximum-02v8ui9riew.zh-CN.vtt	1.1 KB
08. Maximum-MZoYGBZTh-g.ar.vtt	0.7 KB
08. Maximum-MZoYGBZTh-g.en.vtt	0.6 KB
08. Maximum-MZoYGBZTh-g.es-ES.vtt	0.6 KB
08. Maximum-MZoYGBZTh-g.ja.vtt	0.6 KB
08. Maximum-MZoYGBZTh-g.mp4	2.8 MB
08. Maximum-MZoYGBZTh-g.pt-BR.vtt	0.7 KB
08. Maximum-MZoYGBZTh-g.zh-CN.vtt	0.5 KB
08. Maximum.html	8.2 KB
09. Maximum Value-rjpcSymYulE.ar.vtt	0.5 KB
09. Maximum Value-rjpcSymYulE.en.vtt	0.4 KB
09. Maximum Value-rjpcSymYulE.es-ES.vtt	0.4 KB
09. Maximum Value-rjpcSymYulE.ja.vtt	0.3 KB
09. Maximum Value-rjpcSymYulE.mp4	790.4 KB
09. Maximum Value-rjpcSymYulE.pt-BR.vtt	0.4 KB
09. Maximum Value-rjpcSymYulE.zh-CN.vtt	0.3 KB
09. Maximum Value-z_eElEkVOPY.ar.vtt	0.5 KB
09. Maximum Value-z_eElEkVOPY.en.vtt	0.4 KB
09. Maximum Value-z_eElEkVOPY.es-ES.vtt	0.4 KB
09. Maximum Value-z_eElEkVOPY.ja.vtt	0.3 KB
09. Maximum Value-z_eElEkVOPY.mp4	1.9 MB
09. Maximum Value-z_eElEkVOPY.pt-BR.vtt	0.4 KB
09. Maximum Value-z_eElEkVOPY.zh-CN.vtt	0.3 KB
09. Maximum Value.html	7.7 KB
10. Minimum-MEbJxfw3NVs.ar.vtt	0.9 KB
10. Minimum-MEbJxfw3NVs.en.vtt	0.7 KB
10. Minimum-MEbJxfw3NVs.es-ES.vtt	0.7 KB
10. Minimum-MEbJxfw3NVs.ja.vtt	0.6 KB
10. Minimum-MEbJxfw3NVs.mp4	3.7 MB
10. Minimum-MEbJxfw3NVs.pt-BR.vtt	0.7 KB
10. Minimum-MEbJxfw3NVs.zh-CN.vtt	0.6 KB
10. Minimum-tiv8VKPL7jg.ar.vtt	0.5 KB
10. Minimum-tiv8VKPL7jg.en.vtt	0.4 KB
10. Minimum-tiv8VKPL7jg.es-ES.vtt	0.4 KB
10. Minimum-tiv8VKPL7jg.ja.vtt	0.3 KB
10. Minimum-tiv8VKPL7jg.mp4	1.8 MB
10. Minimum-tiv8VKPL7jg.pt-BR.vtt	0.4 KB
10. Minimum-tiv8VKPL7jg.zh-CN.vtt	0.3 KB
10. Minimum.html	8.5 KB
11. Minimum Value-LNzmJUj8K8w.ar.vtt	0.2 KB
11. Minimum Value-LNzmJUj8K8w.en.vtt	0.1 KB
11. Minimum Value-LNzmJUj8K8w.es-ES.vtt	0.1 KB
11. Minimum Value-LNzmJUj8K8w.ja.vtt	0.1 KB
11. Minimum Value-LNzmJUj8K8w.mp4	677.0 KB
11. Minimum Value-LNzmJUj8K8w.pt-BR.vtt	0.2 KB
11. Minimum Value-LNzmJUj8K8w.zh-CN.vtt	0.1 KB
11. Minimum Value-LconwqN7hJs.ar.vtt	0.5 KB
11. Minimum Value-LconwqN7hJs.en.vtt	0.4 KB
11. Minimum Value-LconwqN7hJs.es-ES.vtt	0.4 KB
11. Minimum Value-LconwqN7hJs.ja.vtt	0.3 KB
11. Minimum Value-LconwqN7hJs.mp4	914.7 KB
11. Minimum Value-LconwqN7hJs.pt-BR.vtt	0.3 KB
11. Minimum Value-LconwqN7hJs.zh-CN.vtt	0.3 KB
11. Minimum Value.html	7.7 KB
12. Normalizer-mQ_IjrtmmAk.ar.vtt	2.5 KB
12. Normalizer-mQ_IjrtmmAk.en.vtt	2.0 KB
12. Normalizer-mQ_IjrtmmAk.es-ES.vtt	2.1 KB
12. Normalizer-mQ_IjrtmmAk.ja.vtt	1.8 KB
12. Normalizer-mQ_IjrtmmAk.mp4	7.6 MB
12. Normalizer-mQ_IjrtmmAk.pt-BR.vtt	2.2 KB
12. Normalizer-mQ_IjrtmmAk.zh-CN.vtt	1.6 KB
12. Normalizer.html	6.1 KB
13. Formula Summary-zqo1RJEHT_0.ar.vtt	2.7 KB
13. Formula Summary-zqo1RJEHT_0.en.vtt	2.1 KB
13. Formula Summary-zqo1RJEHT_0.es-ES.vtt	2.2 KB
13. Formula Summary-zqo1RJEHT_0.ja.vtt	1.9 KB
13. Formula Summary-zqo1RJEHT_0.mp4	13.2 MB
13. Formula Summary-zqo1RJEHT_0.pt-BR.vtt	2.3 KB
13. Formula Summary-zqo1RJEHT_0.zh-CN.vtt	1.7 KB
13. Formula Summary.html	6.2 KB
14. Central Limit Theorem-36KLIHioAvA.ar.vtt	1.0 KB
14. Central Limit Theorem-36KLIHioAvA.en.vtt	0.7 KB
14. Central Limit Theorem-36KLIHioAvA.es-ES.vtt	0.8 KB
14. Central Limit Theorem-36KLIHioAvA.ja.vtt	0.7 KB
14. Central Limit Theorem-36KLIHioAvA.mp4	3.8 MB
14. Central Limit Theorem-36KLIHioAvA.pl.vtt	0.7 KB
14. Central Limit Theorem-36KLIHioAvA.pt-BR.vtt	0.7 KB
14. Central Limit Theorem-36KLIHioAvA.pt-PT.vtt	0.8 KB
14. Central Limit Theorem-36KLIHioAvA.zh-CN.vtt	0.6 KB
14. Central Limit Theorem-9I8ysrRlmbA.ar.vtt	1.4 KB
14. Central Limit Theorem-9I8ysrRlmbA.en.vtt	1.1 KB
14. Central Limit Theorem-9I8ysrRlmbA.es-MX.vtt	1.2 KB
14. Central Limit Theorem-9I8ysrRlmbA.ja.vtt	1.0 KB
14. Central Limit Theorem-9I8ysrRlmbA.mp4	5.3 MB
14. Central Limit Theorem-9I8ysrRlmbA.pt-BR.vtt	1.1 KB
14. Central Limit Theorem-9I8ysrRlmbA.zh-CN.vtt	0.9 KB
14. Central Limit Theorem.html	10.2 KB
15. Summary-VP-PMcgqhc8.ar.vtt	2.1 KB
15. Summary-VP-PMcgqhc8.en.vtt	1.5 KB
15. Summary-VP-PMcgqhc8.es-ES.vtt	1.4 KB
15. Summary-VP-PMcgqhc8.ja.vtt	1.3 KB
15. Summary-VP-PMcgqhc8.mp4	7.0 MB
15. Summary-VP-PMcgqhc8.pt-BR.vtt	1.6 KB
15. Summary-VP-PMcgqhc8.zh-CN.vtt	1.2 KB
15. Summary.html	6.1 KB
index.html	4.3 KB
/img/
48658976.gif	82.1 KB
48678758.gif	75.3 KB
48683704.gif	72.4 KB
48684686.gif	93.8 KB
48687733.gif	73.6 KB
48692663.gif	72.3 KB
48692666.gif	61.0 KB
48697566.gif	73.0 KB
48721315.gif	75.5 KB
48725208.gif	70.5 KB
48739104.gif	65.4 KB
48741058.gif	57.4 KB
/Part 12-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/
01. Introduction-SvdlBB-ZjcQ.ar.vtt	1.2 KB
01. Introduction-SvdlBB-ZjcQ.en.vtt	0.9 KB
01. Introduction-SvdlBB-ZjcQ.mp4	2.9 MB
01. Introduction-SvdlBB-ZjcQ.pt-BR.vtt	1.0 KB
01. Introduction-SvdlBB-ZjcQ.zh-CN.vtt	0.8 KB
01. Introduction.html	9.9 KB
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.ar.vtt	4.9 KB
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.en.vtt	3.3 KB
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.mp4	6.5 MB
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.pt-BR.vtt	3.6 KB
02. Descriptive vs. Inferential Statistics-XV9pd8-RZ78.zh-CN.vtt	2.8 KB
02. Video Descriptive vs. Inferential Statistics.html	9.7 KB
03. Quiz Descriptive vs. Inferential (Udacity Students).html	10.9 KB
04. Quiz Descriptive vs. Inferential (Bagels).html	16.9 KB
05. Text Descriptive vs. Inferential Statistics.html	9.6 KB
06. Example of Sampling Distributions - Part I-1XezzP6kxUE.ar.vtt	1.9 KB
06. Example of Sampling Distributions - Part I-1XezzP6kxUE.en.vtt	1.5 KB
06. Example of Sampling Distributions - Part I-1XezzP6kxUE.mp4	3.7 MB
06. Example of Sampling Distributions - Part I-1XezzP6kxUE.pt-BR.vtt	1.4 KB
06. Example of Sampling Distributions - Part I-1XezzP6kxUE.zh-CN.vtt	1.3 KB
06. Video + Quiz Introduction to Sampling Distributions Part I.html	11.0 KB
07. Example of Sampling Distributions - Part II-PKf3Nu6zAxM.ar.vtt	1.4 KB
07. Example of Sampling Distributions - Part II-PKf3Nu6zAxM.en.vtt	1.0 KB
07. Example of Sampling Distributions - Part II-PKf3Nu6zAxM.mp4	4.1 MB
07. Example of Sampling Distributions - Part II-PKf3Nu6zAxM.pt-BR.vtt	1.1 KB
07. Example of Sampling Distributions - Part II-PKf3Nu6zAxM.zh-CN.vtt	0.9 KB
07. Video + Quiz Introduction to Sampling Distributions Part II.html	10.8 KB
08. Example of Sampling Distributions - Part 3-E_4lvTWkSNI.ar.vtt	1.1 KB
08. Example of Sampling Distributions - Part 3-E_4lvTWkSNI.en.vtt	0.8 KB
08. Example of Sampling Distributions - Part 3-E_4lvTWkSNI.mp4	3.7 MB
08. Example of Sampling Distributions - Part 3-E_4lvTWkSNI.pt-BR.vtt	1.0 KB
08. Example of Sampling Distributions - Part 3-E_4lvTWkSNI.zh-CN.vtt	0.7 KB
08. Video Introduction to Sampling Distributions Part III.html	9.2 KB
09. Notebook + Quiz Sampling Distributions Python.html	15.0 KB
10. Text Sampling Distribution Notes.html	9.9 KB
11. Introduction To Notation-ISkBSUVH49M.ar.vtt	1.5 KB
11. Introduction To Notation-ISkBSUVH49M.en.vtt	1.1 KB
11. Introduction To Notation-ISkBSUVH49M.mp4	3.4 MB
11. Introduction To Notation-ISkBSUVH49M.pt-BR.vtt	1.3 KB
11. Introduction To Notation-ISkBSUVH49M.zh-CN.vtt	1.0 KB
11. Video Introduction to Notation.html	8.7 KB
12. Notation Parameters vs. Statistics-webref_dLrA.ar.vtt	2.0 KB
12. Notation Parameters vs. Statistics-webref_dLrA.en.vtt	1.6 KB
12. Notation Parameters vs. Statistics-webref_dLrA.mp4	6.6 MB
12. Notation Parameters vs. Statistics-webref_dLrA.pt-BR.vtt	1.8 KB
12. Notation Parameters vs. Statistics-webref_dLrA.zh-CN.vtt	1.3 KB
12. Video Notation for Parameters vs. Statistics.html	11.8 KB
13. Quiz Notation.html	12.0 KB
14. Other Sampling Distributions-Bxl0DonzX8c.ar.vtt	1.4 KB
14. Other Sampling Distributions-Bxl0DonzX8c.en.vtt	1.1 KB
14. Other Sampling Distributions-Bxl0DonzX8c.mp4	4.4 MB
14. Other Sampling Distributions-Bxl0DonzX8c.pt-BR.vtt	1.3 KB
14. Other Sampling Distributions-Bxl0DonzX8c.zh-CN.vtt	1.0 KB
14. Video Other Sampling Distributions.html	8.7 KB
15. Two Useful Theorems-jQ5i7CALdRQ.ar.vtt	1.8 KB
15. Two Useful Theorems-jQ5i7CALdRQ.en.vtt	1.4 KB
15. Two Useful Theorems-jQ5i7CALdRQ.mp4	4.4 MB
15. Two Useful Theorems-jQ5i7CALdRQ.pt-BR.vtt	1.5 KB
15. Two Useful Theorems-jQ5i7CALdRQ.zh-CN.vtt	1.2 KB
15. Video Two Useful Theorems - Law of Large Numbers.html	10.1 KB
16. Notebook + Quiz Law of Large Numbers.html	10.1 KB
17. Two Useful Theorems - Central Limit Theorem-L79u8ywRmG8.ar.vtt	1.1 KB
17. Two Useful Theorems - Central Limit Theorem-L79u8ywRmG8.en.vtt	0.8 KB
17. Two Useful Theorems - Central Limit Theorem-L79u8ywRmG8.mp4	2.9 MB
17. Two Useful Theorems - Central Limit Theorem-L79u8ywRmG8.pt-BR.vtt	0.9 KB
17. Two Useful Theorems - Central Limit Theorem-L79u8ywRmG8.zh-CN.vtt	0.7 KB
17. Video Two Useful Theorems - Central Limit Theorem.html	9.7 KB
18. Notebook + Quiz Central Limit Theorem.html	12.2 KB
19. Notebook + Quiz Central Limit Theorem - Part II.html	12.2 KB
20. Video When Does the Central Limit Theorem Not Work.html	9.5 KB
20. When Does the CLT Not Work-uZGTVUEMfrU.ar.vtt	2.3 KB
20. When Does the CLT Not Work-uZGTVUEMfrU.en.vtt	1.7 KB
20. When Does the CLT Not Work-uZGTVUEMfrU.mp4	5.0 MB
20. When Does the CLT Not Work-uZGTVUEMfrU.pt-BR.vtt	1.8 KB
20. When Does the CLT Not Work-uZGTVUEMfrU.zh-CN.vtt	1.4 KB
21. Notebook + Quiz Central Limit Theorem - Part III.html	12.6 KB
22. Bootstrapping-42j3YclcZ4Q.ar.vtt	2.7 KB
22. Bootstrapping-42j3YclcZ4Q.en.vtt	1.9 KB
22. Bootstrapping-42j3YclcZ4Q.mp4	4.4 MB
22. Bootstrapping-42j3YclcZ4Q.pt-BR.vtt	2.1 KB
22. Bootstrapping-42j3YclcZ4Q.zh-CN.vtt	1.7 KB
22. Video Bootstrapping.html	9.1 KB
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.ar.vtt	3.0 KB
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.en.vtt	2.4 KB
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.mp4	4.3 MB
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.pt-BR.vtt	2.5 KB
23. Bootstrapping the Central Limit Theorem-GJGUwNr_82s.zh-CN.vtt	2.0 KB
23. Video Bootstrapping The Central Limit Theorem.html	10.1 KB
24. Notebook + Quiz Bootstrapping.html	12.1 KB
25. Background Of Bootstrapping-6Vg5kGoDl7k.ar.vtt	1.9 KB
25. Background Of Bootstrapping-6Vg5kGoDl7k.en.vtt	1.5 KB
25. Background Of Bootstrapping-6Vg5kGoDl7k.mp4	5.6 MB
25. Background Of Bootstrapping-6Vg5kGoDl7k.pt-BR.vtt	1.4 KB
25. Background Of Bootstrapping-6Vg5kGoDl7k.zh-CN.vtt	1.3 KB
25. Video The Background of Bootstrapping.html	9.2 KB
26. Video Why are Sampling Distributions Important.html	8.8 KB
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.ar.vtt	1.4 KB
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.en.vtt	1.1 KB
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.mp4	4.3 MB
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.pt-BR.vtt	1.1 KB
26. Why Are Sampling Distributions Important-aDFDOCJKoH0.zh-CN.vtt	0.9 KB
27. Quiz + Text Recap Next Steps.html	15.0 KB
index.html	6.7 KB
/Part 12-Module 01-Lesson 11_Confidence Intervals/
01. Confidence Intervals Introduction-crleT4000ak.en.vtt	1.7 KB
01. Confidence Intervals Introduction-crleT4000ak.mp4	2.9 MB
01. Confidence Intervals Introduction-crleT4000ak.pt-BR.vtt	1.8 KB
01. Confidence Intervals Introduction-crleT4000ak.zh-CN.vtt	1.4 KB
01. Video Introduction.html	7.2 KB
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.en.vtt	2.3 KB
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.mp4	4.9 MB
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.pt-BR.vtt	2.5 KB
02. Sampling To Distributions To Confidence Intervals-QYMLkDToigc.zh-CN.vtt	1.9 KB
02. Video From Sampling Distributions to Confidence Intervals.html	8.2 KB
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.en.vtt	2.8 KB
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.mp4	3.9 MB
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.pt-BR.vtt	2.6 KB
03. Sampling Distributions Confidence Intervals-gICzUhMVymo.zh-CN.vtt	2.4 KB
03. ScreenCast Sampling Distributions and Confidence Intervals.html	8.0 KB
04. Notebook + Quiz Building Confidence Intervals.html	16.1 KB
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.en.vtt	2.2 KB
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.mp4	2.3 MB
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.pt-BR.vtt	2.1 KB
05. Confidence Interval for a Difference In Means-8hrWGzjyhck.zh-CN.vtt	1.8 KB
05. ScreenCast Difference In Means.html	8.3 KB
06. Notebook + Quiz Difference in Means.html	16.0 KB
07. Confidence Intervals Applications-C0wgmeRx9yE.en.vtt	1.6 KB
07. Confidence Intervals Applications-C0wgmeRx9yE.mp4	6.4 MB
07. Confidence Intervals Applications-C0wgmeRx9yE.pt-BR.vtt	1.7 KB
07. Confidence Intervals Applications-C0wgmeRx9yE.zh-CN.vtt	1.3 KB
07. Video Confidence Interval Applications.html	7.8 KB
08. Statistical vs. Practical Differences-RKHD1wzxxPA.en.vtt	3.2 KB
08. Statistical vs. Practical Differences-RKHD1wzxxPA.mp4	8.7 MB
08. Statistical vs. Practical Differences-RKHD1wzxxPA.pt-BR.vtt	3.4 KB
08. Statistical vs. Practical Differences-RKHD1wzxxPA.zh-CN.vtt	2.7 KB
08. Video Statistical vs. Practical Significance.html	8.1 KB
09. Statistical vs. Practical Significance.html	8.1 KB
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.en.vtt	1.7 KB
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.mp4	8.3 MB
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.pt-BR.vtt	1.9 KB
10. Traditional Confidence Interval Methods-DmZwYHuz2eM.zh-CN.vtt	1.4 KB
10. Video Traditional Confidence Intervals.html	8.9 KB
11. ScreenCast Traditional Confidence Interval Methods.html	8.0 KB
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.en.vtt	3.4 KB
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.mp4	4.1 MB
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.pt-BR.vtt	3.1 KB
11. Traditional vs. Bootstrapping Confidence Intervals-eZ8lyiumXDY.zh-CN.vtt	2.8 KB
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.en.vtt	2.3 KB
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.mp4	6.6 MB
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.pt-BR.vtt	2.2 KB
12. Other Language Associated With Confidence Intervals-9KYVRx7-llg.zh-CN.vtt	1.8 KB
12. Video Other Language Associated with Confidence Intervals.html	8.3 KB
13. Other Language Associated with Confidence Intervals.html	10.5 KB
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.en.vtt	1.6 KB
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.mp4	3.5 MB
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.pt-BR.vtt	1.6 KB
14. Correct Interpretations of Confidence Intervals-IhYv_SlN7e8.zh-CN.vtt	1.4 KB
14. Video Correct Interpretations of Confidence Intervals.html	8.1 KB
15. Correct Interpretations of Confidence Intervals.html	9.3 KB
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.en.vtt	0.9 KB
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.mp4	3.9 MB
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.pt-BR.vtt	1.0 KB
16. Confidence Intervals And Hypothesis Tests-T2d9AUnWl-I.zh-CN.vtt	0.7 KB
16. Video Confidence Intervals Hypothesis Tests.html	7.3 KB
17. Text Recap + Next Steps.html	11.0 KB
index.html	5.5 KB
/img/
screen-shot-2017-11-06-at-1.14.05-pm.png	16.0 KB
/Part 12-Module 01-Lesson 12_Hypothesis Testing/
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.en.vtt	0.6 KB
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.mp4	3.0 MB
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.pt-BR.vtt	0.6 KB
01. Hypothesis Testing Introduction-Qi6F2rJAmrA.zh-CN.vtt	0.5 KB
01. Introduction.html	9.2 KB
02. Hypothesis Testing-9GbHHpiK6wk.en.vtt	2.6 KB
02. Hypothesis Testing-9GbHHpiK6wk.mp4	11.2 MB
02. Hypothesis Testing-9GbHHpiK6wk.pt-BR.vtt	2.5 KB
02. Hypothesis Testing-9GbHHpiK6wk.zh-CN.vtt	2.3 KB
02. Hypothesis Testing.html	8.4 KB
03. Setting Up Hypotheses - Part I-NpZxJg4S6X4.en.vtt	2.5 KB
03. Setting Up Hypotheses - Part I-NpZxJg4S6X4.mp4	5.3 MB
03. Setting Up Hypotheses - Part I-NpZxJg4S6X4.pt-BR.vtt	2.8 KB
03. Setting Up Hypotheses - Part I-NpZxJg4S6X4.zh-CN.vtt	2.1 KB
03. Setting Up Hypothesis Tests - Part I.html	10.1 KB
04. Setting Up Hypotheses - Part II-nByvHz77GiA.en.vtt	2.8 KB
04. Setting Up Hypotheses - Part II-nByvHz77GiA.mp4	8.0 MB
04. Setting Up Hypotheses - Part II-nByvHz77GiA.pt-BR.vtt	2.9 KB
04. Setting Up Hypotheses - Part II-nByvHz77GiA.zh-CN.vtt	2.3 KB
04. Setting Up Hypothesis Tests - Part II.html	10.4 KB
05. Quiz Setting Up Hypothesis Tests.html	12.6 KB
06. Types Of Errors - Part I-aw6GMxIvENc.en.vtt	2.2 KB
06. Types Of Errors - Part I-aw6GMxIvENc.mp4	3.2 MB
06. Types Of Errors - Part I-aw6GMxIvENc.pt-BR.vtt	2.0 KB
06. Types Of Errors - Part I-aw6GMxIvENc.zh-CN.vtt	1.8 KB
06. Types of Errors - Part I.html	8.4 KB
07. Quiz Types of Errors - Part I.html	10.6 KB
08. Types Of Errors - Part II-mbdSQ5CjdFs.en.vtt	3.2 KB
08. Types Of Errors - Part II-mbdSQ5CjdFs.mp4	12.0 MB
08. Types Of Errors - Part II-mbdSQ5CjdFs.pt-BR.vtt	3.1 KB
08. Types Of Errors - Part II-mbdSQ5CjdFs.zh-CN.vtt	2.6 KB
08. Types of Errors - Part II.html	9.9 KB
09. Quiz Types of Errors - Part II.html	18.1 KB
10. Types Of Errors - Part III-Z-srkCPsdaM.en.vtt	3.0 KB
10. Types Of Errors - Part III-Z-srkCPsdaM.mp4	4.1 MB
10. Types Of Errors - Part III-Z-srkCPsdaM.pt-BR.vtt	3.0 KB
10. Types Of Errors - Part III-Z-srkCPsdaM.zh-CN.vtt	2.6 KB
10. Types of Errors - Part III.html	10.1 KB
11. Quiz Types of Errors - Part III.html	14.6 KB
12. Common Types of Hypothesis Tests-8hv8KnvQ6JY.en.vtt	2.6 KB
12. Common Types of Hypothesis Tests-8hv8KnvQ6JY.mp4	11.3 MB
12. Common Types of Hypothesis Tests-8hv8KnvQ6JY.pt-BR.vtt	2.5 KB
12. Common Types of Hypothesis Tests-8hv8KnvQ6JY.zh-CN.vtt	2.2 KB
12. Common Types of Hypothesis Tests.html	10.5 KB
13. How Do We Choose Between Hypotheses-JkXTwS-5Daw.en.vtt	1.1 KB
13. How Do We Choose Between Hypotheses-JkXTwS-5Daw.mp4	4.1 MB
13. How Do We Choose Between Hypotheses-JkXTwS-5Daw.pt-BR.vtt	1.1 KB
13. How Do We Choose Between Hypotheses-JkXTwS-5Daw.zh-CN.vtt	0.9 KB
13. How Do We Choose Between Hypotheses.html	10.5 KB
13. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.en.vtt	2.7 KB
13. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.mp4	2.6 MB
13. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.pt-BR.vtt	2.8 KB
13. Using A Confidence Interval to Make A Decision-MghT95b6LbQ.zh-CN.vtt	2.4 KB
14. Simulating From the Null-sL2yJtHZd8Y.en.vtt	3.4 KB
14. Simulating From the Null-sL2yJtHZd8Y.mp4	3.9 MB
14. Simulating From the Null-sL2yJtHZd8Y.pt-BR.vtt	3.3 KB
14. Simulating From the Null-sL2yJtHZd8Y.zh-CN.vtt	2.8 KB
14. Video Simulating from the Null.html	9.5 KB
15. Notebook + Quiz Simulating from the Null.html	18.7 KB
16. What Is A P-value Anyway-eU6pUZjqviA.en.vtt	4.2 KB
16. What Is A P-value Anyway-eU6pUZjqviA.mp4	7.6 MB
16. What Is A P-value Anyway-eU6pUZjqviA.pt-BR.vtt	4.3 KB
16. What Is A P-value Anyway-eU6pUZjqviA.zh-CN.vtt	3.4 KB
16. What is a p-value Anyway.html	10.7 KB
17. Calculating the p-value-_W3Jg7jQ8jI.en.vtt	3.7 KB
17. Calculating the p-value-_W3Jg7jQ8jI.mp4	3.8 MB
17. Calculating the p-value-_W3Jg7jQ8jI.pt-BR.vtt	3.7 KB
17. Calculating the p-value-_W3Jg7jQ8jI.zh-CN.vtt	2.9 KB
17. Video Calculating the p-value.html	9.0 KB
18. Quiz What is a p-value Anyway.html	13.7 KB
19. Quiz Calculating a p-value.html	11.3 KB
20. Connecting Errors and P-Values-hFNjd5l9CLs.en.vtt	2.2 KB
20. Connecting Errors and P-Values-hFNjd5l9CLs.mp4	9.0 MB
20. Connecting Errors and P-Values-hFNjd5l9CLs.pt-BR.vtt	2.0 KB
20. Connecting Errors and P-Values-hFNjd5l9CLs.zh-CN.vtt	1.9 KB
20. Connecting Errors and P-Values.html	9.4 KB
21. Conclusions In Hypothesis Testing-I0Mo7hcxahY.en.vtt	2.0 KB
21. Conclusions In Hypothesis Testing-I0Mo7hcxahY.mp4	7.8 MB
21. Conclusions In Hypothesis Testing-I0Mo7hcxahY.pt-BR.vtt	2.0 KB
21. Conclusions In Hypothesis Testing-I0Mo7hcxahY.zh-CN.vtt	1.8 KB
21. Conclusions in Hypothesis Testing.html	9.3 KB
22. Quiz Connecting Errors and P-Values.html	14.7 KB
23. Notebook + Quiz Drawing Conclusions.html	14.1 KB
24. Other Things to Consider - What if Our Sample is Large.html	10.6 KB
24. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt	3.2 KB
24. What If Our Sample Is Large-WoTCeSTL1eM.mp4	12.5 MB
24. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt	3.1 KB
24. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt	2.8 KB
25. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt	2.3 KB
25. Multiple Testing Corrections-DuMgeHrkIF0.mp4	7.7 MB
25. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt	2.3 KB
25. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt	1.9 KB
25. Other Things to Consider - What if Test More Than Once.html	9.7 KB
26. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt	1.7 KB
26. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4	7.3 MB
26. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt	1.9 KB
26. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt	1.5 KB
26. Other Things to Consider - How Do CIs and HTs Compare.html	9.4 KB
27. Notebook + Quiz Other Things to Consider.html	20.4 KB
28. Notebook + Quiz Other Things to Consider.html	17.4 KB
29. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt	1.1 KB
29. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4	4.6 MB
29. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt	1.1 KB
29. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt	0.9 KB
29. Hypothesis Testing Conclusion.html	8.5 KB
30. Quiz + Text Recap.html	17.9 KB
index.html	6.5 KB
/img/
screen-shot-2017-11-07-at-2.16.14-pm.png	80.2 KB
screen-shot-2017-11-07-at-2.17.08-pm.png	903.8 KB
screen-shot-2017-11-07-at-2.18.27-pm.png	852.0 KB
screen-shot-2018-01-24-at-12.03.45-am.png	174.9 KB
/Part 12-Module 01-Lesson 13_Case Study AB tests/
01. Case Study Introduction-J5uvdPxHIfs.en.vtt	0.6 KB
01. Case Study Introduction-J5uvdPxHIfs.mp4	2.2 MB
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt	0.7 KB
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt	0.5 KB
01. Introduction.html	6.8 KB
02. AB Testing-EcWvhbIjT9o.en.vtt	3.2 KB
02. AB Testing-EcWvhbIjT9o.mp4	6.6 MB
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt	3.7 KB
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt	2.6 KB
02. AB Testing.html	8.2 KB
03. AB Testing.html	10.1 KB
04. Business Example-Wzz7omSDfEk.en.vtt	2.0 KB
04. Business Example-Wzz7omSDfEk.mp4	4.4 MB
04. Business Example-Wzz7omSDfEk.pt-BR.vtt	2.3 KB
04. Business Example-Wzz7omSDfEk.zh-CN.vtt	1.8 KB
04. Business Example.html	7.2 KB
05. Experiment I-JLKAdT2JESk.en.vtt	2.6 KB
05. Experiment I-JLKAdT2JESk.mp4	3.2 MB
05. Experiment I-JLKAdT2JESk.pt-BR.vtt	3.0 KB
05. Experiment I-JLKAdT2JESk.zh-CN.vtt	2.2 KB
05. Experiment I.html	8.0 KB
06. Quiz Experiment I.html	15.5 KB
07. Metric - Click Through Rate-EpfoKAwV_Eg.en.vtt	3.7 KB
07. Metric - Click Through Rate-EpfoKAwV_Eg.mp4	4.1 MB
07. Metric - Click Through Rate-EpfoKAwV_Eg.pt-BR.vtt	4.1 KB
07. Metric - Click Through Rate-EpfoKAwV_Eg.zh-CN.vtt	3.0 KB
07. Metric - Click Through Rate.html	7.4 KB
08. Click Through Rate.html	7.7 KB
09. Experiment II-fq4eO7CybA4.en.vtt	1.1 KB
09. Experiment II-fq4eO7CybA4.mp4	2.4 MB
09. Experiment II-fq4eO7CybA4.pt-BR.vtt	1.3 KB
09. Experiment II-fq4eO7CybA4.zh-CN.vtt	1.0 KB
09. Experiment II.html	7.3 KB
10. Metric - Enrollment Rate.html	9.6 KB
11. Metric - Average Reading Duration-w6Y9ZxHDEbw.en.vtt	2.6 KB
11. Metric - Average Reading Duration-w6Y9ZxHDEbw.mp4	3.5 MB
11. Metric - Average Reading Duration-w6Y9ZxHDEbw.pt-BR.vtt	3.1 KB
11. Metric - Average Reading Duration-w6Y9ZxHDEbw.zh-CN.vtt	2.2 KB
11. Metric - Average Reading Duration.html	7.5 KB
12. Metric - Average Classroom Time.html	10.5 KB
13. Metric - Completion Rate.html	9.6 KB
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt	0.6 KB
14. Analyzing Multiple Metrics-DtZghKNa7Ak.mp4	2.4 MB
14. Analyzing Multiple Metrics-DtZghKNa7Ak.pt-BR.vtt	0.8 KB
14. Analyzing Multiple Metrics-DtZghKNa7Ak.zh-CN.vtt	0.5 KB
14. Analyzing Multiple Metrics.html	6.9 KB
15. Quiz Analyzing Multiple Metrics.html	9.2 KB
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt	1.3 KB
16. Drawing Conclusions-s-4ghG9vrGQ.mp4	4.7 MB
16. Drawing Conclusions-s-4ghG9vrGQ.pt-BR.vtt	1.6 KB
16. Drawing Conclusions-s-4ghG9vrGQ.zh-CN.vtt	1.1 KB
16. Drawing Conclusions.html	7.5 KB
17. Quiz Difficulties in AB Testing.html	14.8 KB
18. Conclusion-qmGjRpMVBz8.en.vtt	0.6 KB
18. Conclusion-qmGjRpMVBz8.mp4	2.2 MB
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt	0.7 KB
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt	0.5 KB
18. Conclusion.html	6.6 KB
index.html	4.8 KB
/Part 12-Module 01-Lesson 14_Regression/
01. Regression Introduction-PKqSS0TzXeA.en.vtt	0.8 KB
01. Regression Introduction-PKqSS0TzXeA.mp4	2.3 MB
01. Regression Introduction-PKqSS0TzXeA.pt-BR.vtt	0.9 KB
01. Regression Introduction-PKqSS0TzXeA.zh-CN.vtt	0.6 KB
01. Video Introduction.html	7.7 KB
02. Introduction to Machine Learning-pLcFPPI1L-0.en.vtt	2.1 KB
02. Introduction to Machine Learning-pLcFPPI1L-0.mp4	2.9 MB
02. Introduction to Machine Learning-pLcFPPI1L-0.pt-BR.vtt	2.7 KB
02. Introduction to Machine Learning-pLcFPPI1L-0.zh-CN.vtt	1.8 KB
02. Video Introduction to Machine Learning.html	8.4 KB
03. Quiz Machine Learning Big Picture.html	9.1 KB
04. Introduction to Linear Regression-RD4zbBvXDnM.en.vtt	1.9 KB
04. Introduction to Linear Regression-RD4zbBvXDnM.mp4	3.1 MB
04. Introduction to Linear Regression-RD4zbBvXDnM.pt-BR.vtt	2.2 KB
04. Introduction to Linear Regression-RD4zbBvXDnM.zh-CN.vtt	1.6 KB
04. Video Introduction to Linear Regression.html	8.0 KB
05. Quiz Linear Regression Language.html	9.3 KB
06. Scatter Plots -DvlxZ37O4i8.ar.vtt	3.1 KB
06. Scatter Plots -DvlxZ37O4i8.en.vtt	2.5 KB
06. Scatter Plots -DvlxZ37O4i8.mp4	3.6 MB
06. Scatter Plots -DvlxZ37O4i8.pt-BR.vtt	2.6 KB
06. Scatter Plots -DvlxZ37O4i8.zh-CN.vtt	1.9 KB
06. Scatter Plots.html	8.6 KB
07. Quizzes On Scatter Plots.html	15.6 KB
08. Correlation Coefficients-rL5Bn8Fi-zE.ar.vtt	2.2 KB
08. Correlation Coefficients-rL5Bn8Fi-zE.en.vtt	1.8 KB
08. Correlation Coefficients-rL5Bn8Fi-zE.mp4	3.2 MB
08. Correlation Coefficients-rL5Bn8Fi-zE.pt-BR.vtt	2.0 KB
08. Correlation Coefficients-rL5Bn8Fi-zE.zh-CN.vtt	1.5 KB
08. Correlation Coefficients.html	9.3 KB
09. Correlation Coefficient Quizzes.html	12.3 KB
10. Video What Defines A Line.html	8.5 KB
10. What Defines A Line-lTqwhsSNP2c.en.vtt	2.6 KB
10. What Defines A Line-lTqwhsSNP2c.mp4	3.5 MB
10. What Defines A Line-lTqwhsSNP2c.pt-BR.vtt	3.0 KB
10. What Defines A Line-lTqwhsSNP2c.zh-CN.vtt	2.3 KB
11. Quiz What Defines A Line - Notation Quiz.html	14.5 KB
12. Quiz What Defines A Line - Line Basics Quiz.html	9.6 KB
13. Fitting A Regression Line-xQob80zrT3s.en.vtt	3.1 KB
13. Fitting A Regression Line-xQob80zrT3s.mp4	5.6 MB
13. Fitting A Regression Line-xQob80zrT3s.pt-BR.vtt	3.5 KB
13. Fitting A Regression Line-xQob80zrT3s.zh-CN.vtt	2.7 KB
13. Video Fitting A Regression Line.html	7.9 KB
14. Text The Regression Closed Form Solution.html	9.1 KB
15. Fitting A Regression Line In Python-0CiMDbEUeS4.en.vtt	2.1 KB
15. Fitting A Regression Line In Python-0CiMDbEUeS4.mp4	2.2 MB
15. Fitting A Regression Line In Python-0CiMDbEUeS4.pt-BR.vtt	2.2 KB
15. Fitting A Regression Line In Python-0CiMDbEUeS4.zh-CN.vtt	1.8 KB
15. Screencast Fitting A Regression Line in Python.html	7.9 KB
16. How Do We Interpret Results-eLk0XGGMaCE.en.vtt	2.7 KB
16. How Do We Interpret Results-eLk0XGGMaCE.mp4	3.9 MB
16. How Do We Interpret Results-eLk0XGGMaCE.pt-BR.vtt	3.0 KB
16. How Do We Interpret Results-eLk0XGGMaCE.zh-CN.vtt	2.2 KB
16. Video How to Interpret the Results.html	8.4 KB
17. How Do We Know If Our Model Fits Well-0vPtPAqMHJE.en.vtt	1.7 KB
17. How Do We Know If Our Model Fits Well-0vPtPAqMHJE.mp4	4.4 MB
17. How Do We Know If Our Model Fits Well-0vPtPAqMHJE.pt-BR.vtt	1.9 KB
17. How Do We Know If Our Model Fits Well-0vPtPAqMHJE.zh-CN.vtt	1.4 KB
17. Video Does the Line Fit the Data Well.html	8.3 KB
18. Notebook + Quiz How to Interpret the Results.html	11.2 KB
19. Notebook + Quiz Regression - Your Turn - Part I.html	11.1 KB
20. Notebook + Quiz Your Turn - Part II.html	12.1 KB
21. Recap-DzMi27LI5l4.en.vtt	1.0 KB
21. Recap-DzMi27LI5l4.mp4	3.4 MB
21. Recap-DzMi27LI5l4.pt-BR.vtt	1.1 KB
21. Recap-DzMi27LI5l4.zh-CN.vtt	0.8 KB
21. Video Recap.html	7.3 KB
22. Text Recap + Next Steps.html	7.9 KB
index.html	5.7 KB
/img/
1200px-linear-regression.svg.png	39.2 KB
screen-shot-2017-08-28-at-1.04.03-pm.png	18.6 KB
screen-shot-2017-08-28-at-1.47.06-pm.png	21.7 KB
screen-shot-2017-08-28-at-2.22.27-pm.png	28.8 KB
screen-shot-2017-11-10-at-2.43.00-pm.png	12.2 KB
/Part 12-Module 01-Lesson 15_Multiple Linear Regression/
01. Introduction to Multiple Linear Regression-b26v8HK-8-o.en.vtt	1.4 KB
01. Introduction to Multiple Linear Regression-b26v8HK-8-o.mp4	10.6 MB
01. Introduction to Multiple Linear Regression-b26v8HK-8-o.pt-BR.vtt	1.5 KB
01. Introduction to Multiple Linear Regression-b26v8HK-8-o.zh-CN.vtt	1.2 KB
01. Video Introduction.html	9.8 KB
02. Multiple Linear Regression-rvYZp99nj6c.en.vtt	2.7 KB
02. Multiple Linear Regression-rvYZp99nj6c.mp4	14.5 MB
02. Multiple Linear Regression-rvYZp99nj6c.pt-BR.vtt	2.7 KB
02. Multiple Linear Regression-rvYZp99nj6c.zh-CN.vtt	2.3 KB
02. Video Multiple Linear Regression.html	9.2 KB
03. Fitting A Multiple Linear Regression Model-EZNvBF66_b0.en.vtt	1.8 KB
03. Fitting A Multiple Linear Regression Model-EZNvBF66_b0.mp4	5.0 MB
03. Fitting A Multiple Linear Regression Model-EZNvBF66_b0.pt-BR.vtt	1.6 KB
03. Fitting A Multiple Linear Regression Model-EZNvBF66_b0.zh-CN.vtt	1.5 KB
03. Screencast Fitting A Multiple Linear Regression Model.html	8.1 KB
04. Notebook + Quiz Fitting A MLR Model.html	18.5 KB
05. How Does MLR Work-bvM6eUYyurA.en.vtt	5.4 KB
05. How Does MLR Work-bvM6eUYyurA.mp4	19.3 MB
05. How Does MLR Work-bvM6eUYyurA.pt-BR.vtt	5.2 KB
05. How Does MLR Work-bvM6eUYyurA.zh-CN.vtt	4.5 KB
05. Screencast + Text How Does MLR Work.html	9.3 KB
06. Interpreting Multiplie Linear Regression Coefficients-qRD3OVX8UMM.en.vtt	3.1 KB
06. Interpreting Multiplie Linear Regression Coefficients-qRD3OVX8UMM.mp4	18.1 MB
06. Interpreting Multiplie Linear Regression Coefficients-qRD3OVX8UMM.pt-BR.vtt	3.0 KB
06. Interpreting Multiplie Linear Regression Coefficients-qRD3OVX8UMM.zh-CN.vtt	2.5 KB
06. Video Multiple Linear Regression Model Results.html	9.1 KB
07. Quiz Interpreting Coefficients in MLR.html	17.1 KB
08. Dummy Variables--QTgDd-fZuA.en.vtt	2.1 KB
08. Dummy Variables--QTgDd-fZuA.mp4	17.0 MB
08. Dummy Variables--QTgDd-fZuA.pt-BR.vtt	2.1 KB
08. Dummy Variables--QTgDd-fZuA.zh-CN.vtt	1.7 KB
08. Video Dummy Variables.html	9.2 KB
09. Text Dummy Variables.html	9.3 KB
10. Dummy Variables.html	12.7 KB
11. Dummy Variable Interpretation-TxP_TD0kbOo.en.vtt	4.4 KB
11. Dummy Variable Interpretation-TxP_TD0kbOo.mp4	14.0 MB
11. Dummy Variable Interpretation-TxP_TD0kbOo.pt-BR.vtt	4.3 KB
11. Dummy Variable Interpretation-TxP_TD0kbOo.zh-CN.vtt	3.9 KB
11. Screencast Dummy Variables.html	8.0 KB
12. Notebook + Quiz Dummy Variables.html	18.3 KB
13. Dummy Variables Recap-r7Lek8rsIcg.en.vtt	1.7 KB
13. Dummy Variables Recap-r7Lek8rsIcg.mp4	10.6 MB
13. Dummy Variables Recap-r7Lek8rsIcg.pt-BR.vtt	1.8 KB
13. Dummy Variables Recap-r7Lek8rsIcg.zh-CN.vtt	1.4 KB
13. Video Dummy Variables Recap.html	8.5 KB
14. [Optional] Notebook + Quiz Other Encodings.html	13.0 KB
15. Potential Problems-lGwB6YRThbI.en.vtt	2.4 KB
15. Potential Problems-lGwB6YRThbI.mp4	15.1 MB
15. Potential Problems-lGwB6YRThbI.pt-BR.vtt	2.5 KB
15. Potential Problems-lGwB6YRThbI.zh-CN.vtt	2.0 KB
15. Video Potential Problems.html	8.0 KB
16. [Optional] Text Linear Model Assumptions.html	14.4 KB
17. Multicollinearity VIFs-wbtrXMusDe8.en.vtt	5.8 KB
17. Multicollinearity VIFs-wbtrXMusDe8.mp4	18.4 MB
17. Multicollinearity VIFs-wbtrXMusDe8.pt-BR.vtt	5.5 KB
17. Multicollinearity VIFs-wbtrXMusDe8.zh-CN.vtt	5.0 KB
17. Screencast Multicollinearity VIFs.html	8.9 KB
18. Multicollinearity VIFs-uiF3UcDWwPI.en.vtt	2.0 KB
18. Multicollinearity VIFs-uiF3UcDWwPI.mp4	11.9 MB
18. Multicollinearity VIFs-uiF3UcDWwPI.pt-BR.vtt	2.2 KB
18. Multicollinearity VIFs-uiF3UcDWwPI.zh-CN.vtt	1.8 KB
18. Video Multicollinearity VIFs.html	10.3 KB
19. Notebook + Quiz Multicollinearity VIFs.html	13.7 KB
20. Interactions And Higher Order Terms-AOfXMiJgo48.en.vtt	1.3 KB
20. Interactions And Higher Order Terms-AOfXMiJgo48.mp4	8.7 MB
20. Interactions And Higher Order Terms-AOfXMiJgo48.pt-BR.vtt	1.4 KB
20. Interactions And Higher Order Terms-AOfXMiJgo48.zh-CN.vtt	1.0 KB
20. Video Higher Order Terms.html	8.0 KB
21. Text Higher Order Terms.html	10.8 KB
22. Interactions Higher Order Terms-gMHwogzqPOk.en.vtt	4.6 KB
22. Interactions Higher Order Terms-gMHwogzqPOk.mp4	18.1 MB
22. Interactions Higher Order Terms-gMHwogzqPOk.pt-BR.vtt	4.6 KB
22. Interactions Higher Order Terms-gMHwogzqPOk.zh-CN.vtt	3.8 KB
22. Screencast How to Add Higher Order Terms.html	8.1 KB
23. Interpreting Interactions-XV6S2srsdxw.en.vtt	3.2 KB
23. Interpreting Interactions-XV6S2srsdxw.mp4	10.9 MB
23. Interpreting Interactions-XV6S2srsdxw.pt-BR.vtt	3.2 KB
23. Interpreting Interactions-XV6S2srsdxw.zh-CN.vtt	2.6 KB
23. Video Interpreting Interactions.html	8.0 KB
24. Text Interpreting Interactions.html	11.6 KB
25. Notebook + Quiz Interpreting Model Coefficients.html	17.4 KB
26. Recap-VM6GGNC2q8I.en.vtt	0.9 KB
26. Recap-VM6GGNC2q8I.mp4	4.8 MB
26. Recap-VM6GGNC2q8I.pt-BR.vtt	1.0 KB
26. Recap-VM6GGNC2q8I.zh-CN.vtt	0.7 KB
26. Video Recap.html	7.9 KB
27. Text Recap.html	8.5 KB
index.html	6.2 KB
/img/
quadraticlinearregression.png	24.1 KB
resid-plots.gif	7.3 KB
resid2.jpg	89.2 KB
screen-shot-2017-12-07-at-1.33.46-pm.png	632.8 KB
screen-shot-2017-12-07-at-3.45.19-pm.png	232.6 KB
screen-shot-2017-12-07-at-3.48.20-pm.png	947.6 KB
screen-shot-2017-12-07-at-3.56.39-pm.png	625.1 KB
screen-shot-2017-12-07-at-9.43.05-am.png	632.9 KB
screen-shot-2018-04-29-at-10.10.52-am.png	498.7 KB
/Part 12-Module 01-Lesson 16_Logistic Regression/
01. Introduction to Logistic Regression-P_f2RjjnPEg.en.vtt	1.7 KB
01. Introduction to Logistic Regression-P_f2RjjnPEg.mp4	11.3 MB
01. Introduction to Logistic Regression-P_f2RjjnPEg.pt-BR.vtt	2.0 KB
01. Introduction to Logistic Regression-P_f2RjjnPEg.zh-CN.vtt	1.5 KB
01. Video Introduction.html	8.8 KB
02. Fitting Logistic Regression-Dg0rBDQnIYg.en.vtt	2.7 KB
02. Fitting Logistic Regression-Dg0rBDQnIYg.mp4	10.2 MB
02. Fitting Logistic Regression-Dg0rBDQnIYg.pt-BR.vtt	2.9 KB
02. Fitting Logistic Regression-Dg0rBDQnIYg.zh-CN.vtt	2.2 KB
02. Video Fitting Logistic Regression.html	8.7 KB
03. Quiz Logistic Regression Quick Check.html	10.7 KB
04. Fitting Logistic Regression In Python-baQf-XiZQQ4.en.vtt	3.1 KB
04. Fitting Logistic Regression In Python-baQf-XiZQQ4.mp4	10.2 MB
04. Fitting Logistic Regression In Python-baQf-XiZQQ4.pt-BR.vtt	3.1 KB
04. Fitting Logistic Regression In Python-baQf-XiZQQ4.zh-CN.vtt	2.8 KB
04. Video Fitting Logistic Regression in Python.html	8.8 KB
05. Notebook + Quiz Fitting Logistic Regression in Python.html	14.5 KB
06. Interpreting Results-UPOxxbKu6CQ.en.vtt	2.1 KB
06. Interpreting Results-UPOxxbKu6CQ.mp4	11.8 MB
06. Interpreting Results-UPOxxbKu6CQ.pt-BR.vtt	2.3 KB
06. Interpreting Results-UPOxxbKu6CQ.zh-CN.vtt	1.8 KB
06. Video Interpreting Results - Part I.html	8.7 KB
07. Interpreting Results in Python-IY88UTiJltQ.en.vtt	2.7 KB
07. Interpreting Results in Python-IY88UTiJltQ.mp4	11.5 MB
07. Interpreting Results in Python-IY88UTiJltQ.pt-BR.vtt	2.7 KB
07. Interpreting Results in Python-IY88UTiJltQ.zh-CN.vtt	2.3 KB
07. Video (ScreenCast) Interpret Results - Part II.html	8.8 KB
08. Notebook + Quiz Interpret Results.html	15.2 KB
09. Model Diagnostics-XsYFAtzF6e4.en.vtt	1.3 KB
09. Model Diagnostics-XsYFAtzF6e4.mp4	7.8 MB
09. Model Diagnostics-XsYFAtzF6e4.pt-BR.vtt	1.4 KB
09. Model Diagnostics-XsYFAtzF6e4.zh-CN.vtt	1.2 KB
09. Video Model Diagnostics + Performance Metrics.html	9.3 KB
10. Confusion Matrices-bEAaNv-CBQ4.ar.vtt	0.4 KB
10. Confusion Matrices-bEAaNv-CBQ4.en.vtt	0.3 KB
10. Confusion Matrices-bEAaNv-CBQ4.mp4	789.1 KB
10. Confusion Matrices-bEAaNv-CBQ4.pt-BR.vtt	0.3 KB
10. Confusion Matrices-bEAaNv-CBQ4.zh-CN.vtt	0.3 KB
10. Confusion Matrices-bgyN3RO2ICo.ar.vtt	1.9 KB
10. Confusion Matrices-bgyN3RO2ICo.en.vtt	1.5 KB
10. Confusion Matrices-bgyN3RO2ICo.mp4	8.0 MB
10. Confusion Matrices-bgyN3RO2ICo.pt-BR.vtt	1.5 KB
10. Confusion Matrices-bgyN3RO2ICo.zh-CN.vtt	1.4 KB
10. Confusion Matrices.html	10.6 KB
11. Confusion Matrix Practice 1-Nn_8kCRYn2k.ar.vtt	0.2 KB
11. Confusion Matrix Practice 1-Nn_8kCRYn2k.en.vtt	0.2 KB
11. Confusion Matrix Practice 1-Nn_8kCRYn2k.mp4	582.7 KB
11. Confusion Matrix Practice 1-Nn_8kCRYn2k.pt-BR.vtt	0.2 KB
11. Confusion Matrix Practice 1-Nn_8kCRYn2k.zh-CN.vtt	0.2 KB
11. Confusion Matrix Practice 1-obhHCeHpysw.ar.vtt	0.4 KB
11. Confusion Matrix Practice 1-obhHCeHpysw.en.vtt	0.3 KB
11. Confusion Matrix Practice 1-obhHCeHpysw.mp4	1.1 MB
11. Confusion Matrix Practice 1-obhHCeHpysw.pt-BR.vtt	0.3 KB
11. Confusion Matrix Practice 1-obhHCeHpysw.zh-CN.vtt	0.3 KB
11. Confusion Matrix Practice 1.html	10.8 KB
12. Confusion Matrix Practice 2-HAQ0-Skvzmc.ar.vtt	0.5 KB
12. Confusion Matrix Practice 2-HAQ0-Skvzmc.en.vtt	0.4 KB
12. Confusion Matrix Practice 2-HAQ0-Skvzmc.mp4	1.2 MB
12. Confusion Matrix Practice 2-HAQ0-Skvzmc.pt-BR.vtt	0.4 KB
12. Confusion Matrix Practice 2-HAQ0-Skvzmc.zh-CN.vtt	0.4 KB
12. Confusion Matrix Practice 2-XN1eS7boCNg.ar.vtt	0.4 KB
12. Confusion Matrix Practice 2-XN1eS7boCNg.en.vtt	0.3 KB
12. Confusion Matrix Practice 2-XN1eS7boCNg.mp4	1.1 MB
12. Confusion Matrix Practice 2-XN1eS7boCNg.pt-BR.vtt	0.3 KB
12. Confusion Matrix Practice 2-XN1eS7boCNg.zh-CN.vtt	0.3 KB
12. Confusion Matrix Practice 2.html	10.8 KB
13. Filling in a Confusion Matrix-FwaYsmnlLM4.ar.vtt	0.6 KB
13. Filling in a Confusion Matrix-FwaYsmnlLM4.en.vtt	0.4 KB
13. Filling in a Confusion Matrix-FwaYsmnlLM4.mp4	1.2 MB
13. Filling in a Confusion Matrix-FwaYsmnlLM4.pt-BR.vtt	0.5 KB
13. Filling in a Confusion Matrix-FwaYsmnlLM4.zh-CN.vtt	0.4 KB
13. Filling in a Confusion Matrix-Lb_v4vj3TNs.ar.vtt	0.7 KB
13. Filling in a Confusion Matrix-Lb_v4vj3TNs.en.vtt	0.5 KB
13. Filling in a Confusion Matrix-Lb_v4vj3TNs.mp4	2.1 MB
13. Filling in a Confusion Matrix-Lb_v4vj3TNs.pt-BR.vtt	0.5 KB
13. Filling in a Confusion Matrix-Lb_v4vj3TNs.zh-CN.vtt	0.4 KB
13. Filling in a Confusion Matrix.html	11.1 KB
14. Confusion Matrix False Alarms-611qWzIxGmU.ar.vtt	0.7 KB
14. Confusion Matrix False Alarms-611qWzIxGmU.en.vtt	0.5 KB
14. Confusion Matrix False Alarms-611qWzIxGmU.mp4	2.7 MB
14. Confusion Matrix False Alarms-611qWzIxGmU.pt-BR.vtt	0.6 KB
14. Confusion Matrix False Alarms-611qWzIxGmU.zh-CN.vtt	0.5 KB
14. Confusion Matrix False Alarms-Uf_KdjVT2Xg.ar.vtt	1.8 KB
14. Confusion Matrix False Alarms-Uf_KdjVT2Xg.en.vtt	1.2 KB
14. Confusion Matrix False Alarms-Uf_KdjVT2Xg.mp4	4.9 MB
14. Confusion Matrix False Alarms-Uf_KdjVT2Xg.pt-BR.vtt	1.3 KB
14. Confusion Matrix False Alarms-Uf_KdjVT2Xg.zh-CN.vtt	1.1 KB
14. Confusion Matrix False Alarms.html	10.8 KB
15. Confusion Matrix for Eigenfaces--VxKwVvrNY0.ar.vtt	3.3 KB
15. Confusion Matrix for Eigenfaces--VxKwVvrNY0.en.vtt	2.3 KB
15. Confusion Matrix for Eigenfaces--VxKwVvrNY0.mp4	15.3 MB
15. Confusion Matrix for Eigenfaces--VxKwVvrNY0.pt-BR.vtt	2.5 KB
15. Confusion Matrix for Eigenfaces--VxKwVvrNY0.zh-CN.vtt	2.1 KB
15. Confusion Matrix for Eigenfaces-jkjr_prWyt8.ar.vtt	0.2 KB
15. Confusion Matrix for Eigenfaces-jkjr_prWyt8.en.vtt	0.2 KB
15. Confusion Matrix for Eigenfaces-jkjr_prWyt8.mp4	526.0 KB
15. Confusion Matrix for Eigenfaces-jkjr_prWyt8.pt-BR.vtt	0.2 KB
15. Confusion Matrix for Eigenfaces-jkjr_prWyt8.zh-CN.vtt	0.2 KB
15. Confusion Matrix for Eigenfaces.html	11.5 KB
16. How Many Schroeders-T2dveKB64Ho.ar.vtt	0.2 KB
16. How Many Schroeders-T2dveKB64Ho.en.vtt	0.2 KB
16. How Many Schroeders-T2dveKB64Ho.mp4	806.7 KB
16. How Many Schroeders-T2dveKB64Ho.pt-BR.vtt	0.2 KB
16. How Many Schroeders-T2dveKB64Ho.zh-CN.vtt	0.1 KB
16. How Many Schroeders-jO81hfubpXY.en.vtt	0.1 KB
16. How Many Schroeders-jO81hfubpXY.mp4	571.9 KB
16. How Many Schroeders-jO81hfubpXY.pt-BR.vtt	0.2 KB
16. How Many Schroeders-jO81hfubpXY.zh-CN.vtt	0.2 KB
16. How Many Schroeders.html	10.0 KB
17. How Many Schroeder Predictions-n7gp8USw0Jw.ar.vtt	0.7 KB
17. How Many Schroeder Predictions-n7gp8USw0Jw.en.vtt	0.6 KB
17. How Many Schroeder Predictions-n7gp8USw0Jw.mp4	2.6 MB
17. How Many Schroeder Predictions-n7gp8USw0Jw.pt-BR.vtt	0.6 KB
17. How Many Schroeder Predictions-n7gp8USw0Jw.zh-CN.vtt	0.5 KB
17. How Many Schroeder Predictions-r8stm2et_hI.ar.vtt	0.3 KB
17. How Many Schroeder Predictions-r8stm2et_hI.en.vtt	0.3 KB
17. How Many Schroeder Predictions-r8stm2et_hI.mp4	784.0 KB
17. How Many Schroeder Predictions-r8stm2et_hI.pt-BR.vtt	0.3 KB
17. How Many Schroeder Predictions-r8stm2et_hI.zh-CN.vtt	0.3 KB
17. How Many Schroeder Predictions.html	10.2 KB
18. Classifying Chavez Correctly 1-0PFq8zoaNWU.ar.vtt	0.7 KB
18. Classifying Chavez Correctly 1-0PFq8zoaNWU.en.vtt	0.5 KB
18. Classifying Chavez Correctly 1-0PFq8zoaNWU.mp4	1.6 MB
18. Classifying Chavez Correctly 1-0PFq8zoaNWU.pt-BR.vtt	0.5 KB
18. Classifying Chavez Correctly 1-0PFq8zoaNWU.zh-CN.vtt	0.5 KB
18. Classifying Chavez Correctly 1-Jbqf8OBORDg.ar.vtt	0.7 KB
18. Classifying Chavez Correctly 1-Jbqf8OBORDg.en.vtt	0.5 KB
18. Classifying Chavez Correctly 1-Jbqf8OBORDg.mp4	2.0 MB
18. Classifying Chavez Correctly 1-Jbqf8OBORDg.pt-BR.vtt	0.5 KB
18. Classifying Chavez Correctly 1-Jbqf8OBORDg.zh-CN.vtt	0.5 KB
18. Classifying Chavez Correctly 1.html	10.2 KB
19. Classifying Chavez Correctly 2-HWW9BNHnPo0.ar.vtt	0.5 KB
19. Classifying Chavez Correctly 2-HWW9BNHnPo0.en.vtt	0.4 KB
19. Classifying Chavez Correctly 2-HWW9BNHnPo0.mp4	907.7 KB
19. Classifying Chavez Correctly 2-HWW9BNHnPo0.pt-BR.vtt	0.4 KB
19. Classifying Chavez Correctly 2-HWW9BNHnPo0.zh-CN.vtt	0.4 KB
19. Classifying Chavez Correctly 2-hqO8kxRJdd4.ar.vtt	0.7 KB
19. Classifying Chavez Correctly 2-hqO8kxRJdd4.en-US.vtt	0.5 KB
19. Classifying Chavez Correctly 2-hqO8kxRJdd4.en.vtt	0.5 KB
19. Classifying Chavez Correctly 2-hqO8kxRJdd4.mp4	1.2 MB
19. Classifying Chavez Correctly 2-hqO8kxRJdd4.pt-BR.vtt	0.5 KB
19. Classifying Chavez Correctly 2-hqO8kxRJdd4.zh-CN.vtt	0.4 KB
19. Classifying Chavez Correctly 2.html	10.3 KB
20. Precision and Recall-3vT0kSBCLdU.ar.vtt	1.4 KB
20. Precision and Recall-3vT0kSBCLdU.en.vtt	1.1 KB
20. Precision and Recall-3vT0kSBCLdU.mp4	4.5 MB
20. Precision and Recall-3vT0kSBCLdU.pt-BR.vtt	1.2 KB
20. Precision and Recall-3vT0kSBCLdU.zh-CN.vtt	1.0 KB
20. Precision and Recall.html	9.3 KB
21. Powell Precision and Recall-QWWq77k-K_0.ar.vtt	0.4 KB
21. Powell Precision and Recall-QWWq77k-K_0.en.vtt	0.3 KB
21. Powell Precision and Recall-QWWq77k-K_0.mp4	1.4 MB
21. Powell Precision and Recall-QWWq77k-K_0.pt-BR.vtt	0.4 KB
21. Powell Precision and Recall-QWWq77k-K_0.zh-CN.vtt	0.3 KB
21. Powell Precision and Recall-q_zfkCwRg1w.ar.vtt	0.9 KB
21. Powell Precision and Recall-q_zfkCwRg1w.en.vtt	0.7 KB
21. Powell Precision and Recall-q_zfkCwRg1w.mp4	2.9 MB
21. Powell Precision and Recall-q_zfkCwRg1w.pt-BR.vtt	0.7 KB
21. Powell Precision and Recall-q_zfkCwRg1w.zh-CN.vtt	0.7 KB
21. Powell Precision and Recall.html	11.0 KB
22. Bush Precision and Recall-8fM13xqU2a8.ar.vtt	0.3 KB
22. Bush Precision and Recall-8fM13xqU2a8.en.vtt	0.2 KB
22. Bush Precision and Recall-8fM13xqU2a8.mp4	793.6 KB
22. Bush Precision and Recall-8fM13xqU2a8.pt-BR.vtt	0.2 KB
22. Bush Precision and Recall-8fM13xqU2a8.zh-CN.vtt	0.2 KB
22. Bush Precision and Recall-FLpXmoHp7eE.ar.vtt	1.6 KB
22. Bush Precision and Recall-FLpXmoHp7eE.en.vtt	1.2 KB
22. Bush Precision and Recall-FLpXmoHp7eE.mp4	4.6 MB
22. Bush Precision and Recall-FLpXmoHp7eE.pt-BR.vtt	1.2 KB
22. Bush Precision and Recall-FLpXmoHp7eE.zh-CN.vtt	1.3 KB
22. Bush Precision and Recall.html	10.7 KB
23. True Positives in Eigenfaces-TWGqylKdGWs.ar.vtt	0.3 KB
23. True Positives in Eigenfaces-TWGqylKdGWs.en.vtt	0.3 KB
23. True Positives in Eigenfaces-TWGqylKdGWs.mp4	940.4 KB
23. True Positives in Eigenfaces-TWGqylKdGWs.pt-BR.vtt	0.3 KB
23. True Positives in Eigenfaces-TWGqylKdGWs.zh-CN.vtt	0.2 KB
23. True Positives in Eigenfaces-bgT8sWuV2lc.ar.vtt	1.2 KB
23. True Positives in Eigenfaces-bgT8sWuV2lc.en.vtt	0.9 KB
23. True Positives in Eigenfaces-bgT8sWuV2lc.mp4	3.2 MB
23. True Positives in Eigenfaces-bgT8sWuV2lc.pt-BR.vtt	0.9 KB
23. True Positives in Eigenfaces-bgT8sWuV2lc.zh-CN.vtt	0.8 KB
23. True Positives in Eigenfaces.html	10.2 KB
24. False Positives in Eigenfaces-0bEbJ33dUis.ar.vtt	0.2 KB
24. False Positives in Eigenfaces-0bEbJ33dUis.en.vtt	0.2 KB
24. False Positives in Eigenfaces-0bEbJ33dUis.mp4	514.1 KB
24. False Positives in Eigenfaces-0bEbJ33dUis.pt-BR.vtt	0.2 KB
24. False Positives in Eigenfaces-0bEbJ33dUis.zh-CN.vtt	0.2 KB
24. False Positives in Eigenfaces-CMIM_Ocu8vg.ar.vtt	0.5 KB
24. False Positives in Eigenfaces-CMIM_Ocu8vg.en.vtt	0.4 KB
24. False Positives in Eigenfaces-CMIM_Ocu8vg.mp4	1.1 MB
24. False Positives in Eigenfaces-CMIM_Ocu8vg.pt-BR.vtt	0.4 KB
24. False Positives in Eigenfaces-CMIM_Ocu8vg.zh-CN.vtt	0.3 KB
24. False Positives in Eigenfaces.html	10.2 KB
25. False Negatives in Eigenfaces-bxDutNyYKjE.ar.vtt	0.7 KB
25. False Negatives in Eigenfaces-bxDutNyYKjE.en-US.vtt	0.5 KB
25. False Negatives in Eigenfaces-bxDutNyYKjE.en.vtt	0.5 KB
25. False Negatives in Eigenfaces-bxDutNyYKjE.mp4	1.4 MB
25. False Negatives in Eigenfaces-bxDutNyYKjE.pt-BR.vtt	0.5 KB
25. False Negatives in Eigenfaces-bxDutNyYKjE.zh-CN.vtt	0.4 KB
25. False Negatives in Eigenfaces-dyShKWpTo-c.en.vtt	0.1 KB
25. False Negatives in Eigenfaces-dyShKWpTo-c.mp4	429.0 KB
25. False Negatives in Eigenfaces-dyShKWpTo-c.pt-BR.vtt	0.1 KB
25. False Negatives in Eigenfaces.html	10.1 KB
26. Practicing TP, FP, FN with Rumsfeld-C3Fqiu6HJog.ar.vtt	0.5 KB
26. Practicing TP, FP, FN with Rumsfeld-C3Fqiu6HJog.en.vtt	0.3 KB
26. Practicing TP, FP, FN with Rumsfeld-C3Fqiu6HJog.mp4	1.9 MB
26. Practicing TP, FP, FN with Rumsfeld-C3Fqiu6HJog.pt-BR.vtt	0.3 KB
26. Practicing TP, FP, FN with Rumsfeld-C3Fqiu6HJog.zh-CN.vtt	0.3 KB
26. Practicing TP, FP, FN with Rumsfeld-dBax3E1AC2s.ar.vtt	0.2 KB
26. Practicing TP, FP, FN with Rumsfeld-dBax3E1AC2s.en.vtt	0.2 KB
26. Practicing TP, FP, FN with Rumsfeld-dBax3E1AC2s.mp4	811.8 KB
26. Practicing TP, FP, FN with Rumsfeld-dBax3E1AC2s.pt-BR.vtt	0.2 KB
26. Practicing TP, FP, FN with Rumsfeld-dBax3E1AC2s.zh-CN.vtt	0.2 KB
26. Practicing TP, FP, FN with Rumsfeld.html	10.8 KB
27. Equation for Precision-8QEAYYIyopY.ar.vtt	1.3 KB
27. Equation for Precision-8QEAYYIyopY.en.vtt	1.0 KB
27. Equation for Precision-8QEAYYIyopY.mp4	4.4 MB
27. Equation for Precision-8QEAYYIyopY.pt-BR.vtt	0.9 KB
27. Equation for Precision-8QEAYYIyopY.zh-CN.vtt	0.9 KB
27. Equation for Precision-CStZqZRe6Mk.ar.vtt	0.8 KB
27. Equation for Precision-CStZqZRe6Mk.en-US.vtt	0.6 KB
27. Equation for Precision-CStZqZRe6Mk.en.vtt	0.6 KB
27. Equation for Precision-CStZqZRe6Mk.mp4	2.4 MB
27. Equation for Precision-CStZqZRe6Mk.pt-BR.vtt	0.6 KB
27. Equation for Precision-CStZqZRe6Mk.zh-CN.vtt	0.5 KB
27. Equation for Precision.html	10.8 KB
28. Equation for Recall-2cUiqlbt-hc.ar.vtt	0.4 KB
28. Equation for Recall-2cUiqlbt-hc.en.vtt	0.3 KB
28. Equation for Recall-2cUiqlbt-hc.mp4	737.8 KB
28. Equation for Recall-2cUiqlbt-hc.pt-BR.vtt	0.3 KB
28. Equation for Recall-2cUiqlbt-hc.zh-CN.vtt	0.3 KB
28. Equation for Recall-j2SP83afRS0.ar.vtt	0.9 KB
28. Equation for Recall-j2SP83afRS0.en.vtt	0.7 KB
28. Equation for Recall-j2SP83afRS0.mp4	2.3 MB
28. Equation for Recall-j2SP83afRS0.pt-BR.vtt	0.7 KB
28. Equation for Recall-j2SP83afRS0.zh-CN.vtt	0.6 KB
28. Equation for Recall.html	10.6 KB
29. Model Diagnostics In Python-1Z4eorbfOOc.en.vtt	6.9 KB
29. Model Diagnostics In Python-1Z4eorbfOOc.mp4	23.9 MB
29. Model Diagnostics In Python-1Z4eorbfOOc.pt-BR.vtt	6.4 KB
29. Model Diagnostics In Python-1Z4eorbfOOc.zh-CN.vtt	5.9 KB
29. Screencast Model Diagnostics in Python - Part I.html	10.9 KB
30. Notebook + Quiz Model Diagnostics.html	14.0 KB
31. Final Thoughts On Shifting To Machine Learning-YkZFjZ3Fx8A.en.vtt	1.4 KB
31. Final Thoughts On Shifting To Machine Learning-YkZFjZ3Fx8A.mp4	7.9 MB
31. Final Thoughts On Shifting To Machine Learning-YkZFjZ3Fx8A.pt-BR.vtt	1.5 KB
31. Final Thoughts On Shifting To Machine Learning-YkZFjZ3Fx8A.zh-CN.vtt	1.2 KB
31. Video Final Thoughts On Shifting to Machine Learning.html	8.9 KB
32. Text Recap.html	10.0 KB
33. Congrats-Qy8VYdqoxGA.en.vtt	0.6 KB
33. Congrats-Qy8VYdqoxGA.mp4	3.6 MB
33. Congrats-Qy8VYdqoxGA.pt-BR.vtt	0.6 KB
33. Congrats-Qy8VYdqoxGA.zh-CN.vtt	0.5 KB
33. Video Congratulations.html	8.6 KB
index.html	6.7 KB
/img/
3004608562.gif	309.1 KB
3006898966.gif	374.7 KB
3007188710.gif	268.6 KB
3007308918.gif	315.2 KB
3009678880.gif	254.3 KB
3016088789.gif	263.8 KB
3016528680.gif	363.9 KB
3017398561.gif	314.2 KB
3021738574.gif	384.0 KB
3022138739.gif	342.5 KB
3022688695.gif	359.5 KB
3023678781.gif	264.5 KB
3030118734.gif	471.1 KB
3031238602.gif	334.9 KB
3039578581.gif	426.6 KB
3041298589.gif	343.3 KB
3043028606.gif	418.0 KB
3050008540.gif	245.8 KB
/Part 13-Module 01-Lesson 01_Welcome to the Data Scientist Nanodegree Program/
01. Welcome To DSND T2 V1 1 V1-ebJZrc2y85Q.en.vtt	2.4 KB
01. Welcome To DSND T2 V1 1 V1-ebJZrc2y85Q.mp4	9.5 MB
01. Welcome To DSND T2 V1 1 V1-ebJZrc2y85Q.pt-BR.vtt	2.2 KB
01. Welcome.html	5.7 KB
02. Meet The Instructors-XAU2Nf51vfU.en.vtt	6.0 KB
02. Meet The Instructors-XAU2Nf51vfU.mp4	18.2 MB
02. Meet The Instructors-XAU2Nf51vfU.pt-BR.vtt	6.2 KB
02. Meet the Instructors.html	5.7 KB
03. Arvato Final Project-qBR6A0IQXEE.en.vtt	5.5 KB
03. Arvato Final Project-qBR6A0IQXEE.mp4	26.6 MB
03. Arvato Final Project-qBR6A0IQXEE.pt-BR.vtt	5.9 KB
03. Build A Recommendation Engine IBM-A0rVwTbntf4.en.vtt	3.7 KB
03. Build A Recommendation Engine IBM-A0rVwTbntf4.mp4	14.2 MB
03. Build A Recommendation Engine IBM-A0rVwTbntf4.pt-BR.vtt	3.5 KB
03. Figure 8 Project-QbLVh5GTuJQ.en.vtt	4.4 KB
03. Figure 8 Project-QbLVh5GTuJQ.mp4	14.3 MB
03. Figure 8 Project-QbLVh5GTuJQ.pt-BR.vtt	4.5 KB
03. Introduction to Blogging for Data Science-WrvGpRN5XQI.en.vtt	4.0 KB
03. Introduction to Blogging for Data Science-WrvGpRN5XQI.mp4	26.5 MB
03. Introduction to Blogging for Data Science-WrvGpRN5XQI.pt-BR.vtt	4.1 KB
03. Term 2 Projects.html	8.6 KB
04. Program Structure Syllabus.html	9.1 KB
05. Learning Plan - First Two Weeks.html	6.2 KB
06. Getting Help - Community Support.html	9.7 KB
07. How to Succeed.html	5.6 KB
07. L1 06 How To Succeed REPLACEMENT-JRnZOZR97QQ.en.vtt	6.0 KB
07. L1 06 How To Succeed REPLACEMENT-JRnZOZR97QQ.mp4	28.4 MB
08. Meet the Careers Team-cuKecPpZ7PM.en.vtt	3.7 KB
08. Meet the Careers Team-cuKecPpZ7PM.mp4	10.6 MB
08. Meet the Careers Team-cuKecPpZ7PM.pt-BR.vtt	3.9 KB
08. Meet the Careers Team.html	7.0 KB
09. Access Your Career Portal.html	6.8 KB
10. Your Udacity Professional Profile.html	7.7 KB
11. Parting Words Of Encouragement-sFF_WOnpsXM.en.vtt	1.6 KB
11. Parting Words Of Encouragement-sFF_WOnpsXM.mp4	4.9 MB
11. Parting Words Of Encouragement-sFF_WOnpsXM.pt-BR.vtt	1.7 KB
11. Words of Encouragement.html	5.7 KB
index.html	4.4 KB
/img/
get-hired-with-the-udacity-career-portal.gif	774.9 KB
screen-shot-2017-10-27-at-1.49.58-pm.png	11.6 KB
screen-shot-2018-05-25-at-4.11.38-pm.png	5.6 KB
screen-shot-2018-07-27-at-1.24.38-pm.png	31.6 KB
screen-shot-2018-08-27-at-3.10.11-pm.png	34.8 KB
screen-shot-2018-08-27-at-3.50.29-pm.png	45.9 KB
screen-shot-2018-08-27-at-3.51.23-pm.png	98.3 KB
udacitylogo-copy.png	38.6 KB
/Part 13-Module 01-Lesson 02_The Skills That Set You Apart/
01. What Do Data Scientists Do-sN2DbIJUZmw.en.vtt	3.4 KB
01. What Do Data Scientists Do-sN2DbIJUZmw.mp4	15.7 MB
01. What Do Data Scientists Do-sN2DbIJUZmw.pt-BR.vtt	3.4 KB
01. What do Data Scientists Do.html	5.2 KB
02. Interview Robert Chang [AirBnB].html	5.2 KB
02. What Do Data Scientists at AirBnB Do-q7sw9vc5o1U.en.vtt	6.4 KB
02. What Do Data Scientists at AirBnB Do-q7sw9vc5o1U.mp4	42.1 MB
02. What Do Data Scientists at AirBnB Do-q7sw9vc5o1U.pt-BR.vtt	6.1 KB
03. BMG Inspiration-ulMqa4YWbvc.en.vtt	2.5 KB
03. BMG Inspiration-ulMqa4YWbvc.mp4	12.1 MB
03. BMG Inspiration-ulMqa4YWbvc.pt-BR.vtt	2.4 KB
03. Interview Caroline [BMG].html	5.1 KB
04. DSND T2 Intro Dan Frank V4-rTCPmVQDsEw.en.vtt	5.9 KB
04. DSND T2 Intro Dan Frank V4-rTCPmVQDsEw.mp4	27.1 MB
04. DSND T2 Intro Dan Frank V4-rTCPmVQDsEw.pt-BR.vtt	5.8 KB
04. Interview Dan [Coinbase].html	5.1 KB
05. Interview Richard [Starbucks].html	5.2 KB
05. Richard Sharp Data Science-r0BCM6vhl0Q.en.vtt	2.3 KB
05. Richard Sharp Data Science-r0BCM6vhl0Q.mp4	9.7 MB
05. Richard Sharp Data Science-r0BCM6vhl0Q.pt-BR.vtt	2.2 KB
06. Outro-xj70jX9Moxs.en.vtt	1.3 KB
06. Outro-xj70jX9Moxs.mp4	5.8 MB
06. Outro-xj70jX9Moxs.pt-BR.vtt	1.3 KB
06. Outro.html	5.0 KB
index.html	3.9 KB
/Part 14-Module 01-Lesson 01_The Data Science Process/
01. Introduction-VpxATYHhKM8.en.vtt	0.7 KB
01. Introduction-VpxATYHhKM8.mp4	2.3 MB
01. Introduction-VpxATYHhKM8.pt-BR.vtt	0.8 KB
01. Video Intro.html	10.4 KB
02. CRISP-DM-PaVwnGcqlSE.en.vtt	1.4 KB
02. CRISP-DM-PaVwnGcqlSE.mp4	4.2 MB
02. CRISP-DM-PaVwnGcqlSE.pt-BR.vtt	1.5 KB
02. Video CRISP-DM.html	11.2 KB
03. The Data Science Process Business And Data Understanding-eG_jKQezhc4.en.vtt	2.0 KB
03. The Data Science Process Business And Data Understanding-eG_jKQezhc4.mp4	6.1 MB
03. The Data Science Process Business And Data Understanding-eG_jKQezhc4.pt-BR.vtt	2.0 KB
03. Video The Data Science Process - Business Data.html	11.6 KB
04. Business And Data Understanding - Example-bXQTGS61BU8.en.vtt	1.6 KB
04. Business And Data Understanding - Example-bXQTGS61BU8.mp4	5.8 MB
04. Business And Data Understanding - Example-bXQTGS61BU8.pt-BR.vtt	1.7 KB
04. Video Business Data Understanding - Example.html	10.8 KB
05. Screencast Using Workspaces.html	10.7 KB
05. Using Workspaces-45N9NK6kQ0Y.en.vtt	7.2 KB
05. Using Workspaces-45N9NK6kQ0Y.mp4	9.8 MB
05. Using Workspaces-45N9NK6kQ0Y.pt-BR.vtt	5.9 KB
06. Quiz + Notebook A Look at the Data.html	11.0 KB
07. A Look at the Data-vPHVUYvCNGE.en.vtt	12.0 KB
07. A Look at the Data-vPHVUYvCNGE.mp4	17.2 MB
07. A Look at the Data-vPHVUYvCNGE.pt-BR.vtt	10.1 KB
07. Screencast A Look at the Data.html	11.4 KB
08. What Should You Check.html	12.0 KB
09. Business And Data Understanding - Part 2-iInjuIgBWIo.en.vtt	2.5 KB
09. Business And Data Understanding - Part 2-iInjuIgBWIo.mp4	7.1 MB
09. Business And Data Understanding - Part 2-iInjuIgBWIo.pt-BR.vtt	2.6 KB
09. Video Business Data Understanding .html	11.5 KB
10. The Data Science Process Gathering And Wrangling-GvyfIiJUXWg.en.vtt	1.1 KB
10. The Data Science Process Gathering And Wrangling-GvyfIiJUXWg.mp4	2.8 MB
10. The Data Science Process Gathering And Wrangling-GvyfIiJUXWg.pt-BR.vtt	1.1 KB
10. Video Gathering Wrangling.html	11.7 KB
11. How To Break Into The Field-0-Y39LZ80VE.en.vtt	6.8 KB
11. How To Break Into The Field-0-Y39LZ80VE.mp4	8.9 MB
11. How To Break Into The Field-0-Y39LZ80VE.pt-BR.vtt	6.1 KB
11. Screencast How To Break Into the Field.html	10.5 KB
12. Notebook + Quiz How To Break Into the Field.html	11.0 KB
13. How to Break Into the Field Solution-Db_2Lmwo4EY.en.vtt	15.7 KB
13. How to Break Into the Field Solution-Db_2Lmwo4EY.mp4	25.7 MB
13. How to Break Into the Field Solution-Db_2Lmwo4EY.pt-BR.vtt	14.8 KB
13. Screencast How to Break Into the Field Solution.html	11.5 KB
14. Bootcamps-l2tYmee3kxo.en.vtt	7.3 KB
14. Bootcamps-l2tYmee3kxo.mp4	10.7 MB
14. Bootcamps-l2tYmee3kxo.pt-BR.vtt	7.0 KB
14. Screencast Bootcamps.html	10.4 KB
15. Quiz Bootcamp Takeaways.html	18.0 KB
16. Notebook + Quiz Job Satisfaction.html	11.0 KB
17. Job Satisfaction-OjCNMhWlYh8.en.vtt	10.0 KB
17. Job Satisfaction-OjCNMhWlYh8.mp4	16.2 MB
17. Job Satisfaction-OjCNMhWlYh8.pt-BR.vtt	9.7 KB
17. Screencast Job Satisfaction.html	11.4 KB
18. It Is Not Always About ML-ECqflypBU7M.en.vtt	1.8 KB
18. It Is Not Always About ML-ECqflypBU7M.mp4	6.9 MB
18. It Is Not Always About ML-ECqflypBU7M.pt-BR.vtt	2.0 KB
18. Video It Is Not Always About ML.html	12.7 KB
19. The Data Science Process Modeling-bzR6HQBn5CA.en.vtt	2.0 KB
19. The Data Science Process Modeling-bzR6HQBn5CA.mp4	3.9 MB
19. The Data Science Process Modeling-bzR6HQBn5CA.pt-BR.vtt	2.2 KB
19. Video The Data Science Process - Modeling.html	12.1 KB
20. Predicting Salary-g1ZAn02ETK4.en.vtt	1.3 KB
20. Predicting Salary-g1ZAn02ETK4.mp4	2.3 MB
20. Predicting Salary-g1ZAn02ETK4.pt-BR.vtt	1.5 KB
20. Video Predicting Salary.html	11.4 KB
21. Predicting Salary-HTp4LA1MJh8.en.vtt	15.5 KB
21. Predicting Salary-HTp4LA1MJh8.mp4	18.2 MB
21. Predicting Salary-HTp4LA1MJh8.pt-BR.vtt	15.3 KB
21. Screencast Predicting Salary.html	10.5 KB
22. Notebook + Quiz What Happened.html	11.0 KB
23. Screencast What Happened Solution.html	11.4 KB
23. What Happened-gLn6_Z3nwcc.en.vtt	8.8 KB
23. What Happened-gLn6_Z3nwcc.mp4	12.7 MB
23. What Happened-gLn6_Z3nwcc.pt-BR.vtt	8.8 KB
24. Video Working With Missing Values.html	11.5 KB
24. Working With Missing Values-mbAgYicmzqE.en.vtt	1.1 KB
24. Working With Missing Values-mbAgYicmzqE.mp4	4.2 MB
24. Working With Missing Values-mbAgYicmzqE.pt-BR.vtt	1.2 KB
25. Removing Data - Why Not-w3-5Z5mEzTM.en.vtt	2.2 KB
25. Removing Data - Why Not-w3-5Z5mEzTM.mp4	5.3 MB
25. Removing Data - Why Not-w3-5Z5mEzTM.pt-BR.vtt	2.7 KB
25. Video Removing Data - Why Not.html	11.5 KB
26. Removing Data - When Is It OK-oQhIPq5AccU.en.vtt	1.7 KB
26. Removing Data - When Is It OK-oQhIPq5AccU.mp4	6.3 MB
26. Removing Data - When Is It OK-oQhIPq5AccU.pt-BR.vtt	1.8 KB
26. Video Removing Data - When Is It OK.html	11.5 KB
27. Removing Data - Other Considerations-xrXk_Tvi0oQ.en.vtt	1.8 KB
27. Removing Data - Other Considerations-xrXk_Tvi0oQ.mp4	4.9 MB
27. Removing Data - Other Considerations-xrXk_Tvi0oQ.pt-BR.vtt	1.9 KB
27. Video Removing Data - Other Considerations.html	11.1 KB
28. Quiz Removing Data.html	16.2 KB
29. Notebook + Quiz Removing Values.html	11.0 KB
30. Removing Data-97UTBiybYTs.en.vtt	6.2 KB
30. Removing Data-97UTBiybYTs.mp4	7.7 MB
30. Removing Data-97UTBiybYTs.pt-BR.vtt	6.0 KB
30. ScreenCast Removing Data Solution.html	11.4 KB
31. Notebook + Quiz Removing Data Part II.html	11.0 KB
32. Removing Data Part II-lPl6-Z098Rs.en.vtt	11.6 KB
32. Removing Data Part II-lPl6-Z098Rs.mp4	18.5 MB
32. Removing Data Part II-lPl6-Z098Rs.pt-BR.vtt	10.7 KB
32. Screencast Removing Data Part II Solution.html	11.5 KB
33. Imputing Missing Values-CEWIPjz_gCE.en.vtt	3.2 KB
33. Imputing Missing Values-CEWIPjz_gCE.mp4	8.8 MB
33. Video Imputing Missing Values.html	11.9 KB
34. Notebook + Quiz Imputation Methods Resources.html	11.0 KB
35. Imputation Methods-OwEWSBitF-Q.en.vtt	12.2 KB
35. Imputation Methods-OwEWSBitF-Q.mp4	19.3 MB
35. Imputation Methods-OwEWSBitF-Q.pt-BR.vtt	10.8 KB
35. Screencast Imputation Methods Resources Solution.html	11.5 KB
36. Notebook + Quiz Imputing Values.html	11.0 KB
37. Imputing Values-nTM4HiDneeE.en.vtt	6.8 KB
37. Imputing Values-nTM4HiDneeE.mp4	13.8 MB
37. Imputing Values-nTM4HiDneeE.pt-BR.vtt	6.3 KB
37. Screencast Imputing Values Solution.html	11.4 KB
38. Video Working With Categorical Variables Refresher.html	11.1 KB
38. Working With Categorical Variables-IoQOiuxsIZg.en.vtt	1.3 KB
38. Working With Categorical Variables-IoQOiuxsIZg.mp4	2.8 MB
38. Working With Categorical Variables-IoQOiuxsIZg.pt-BR.vtt	1.5 KB
39. Notebook + Quiz Categorical Variables.html	11.0 KB
40. Categorical Variables-p3gDUkBD9uM.en.vtt	15.7 KB
40. Categorical Variables-p3gDUkBD9uM.mp4	22.9 MB
40. Categorical Variables-p3gDUkBD9uM.pt-BR.vtt	15.0 KB
40. Screencast Categorical Variables Solution.html	11.5 KB
41. How To Fix This-IPQZ4pfRMRA.en.vtt	3.0 KB
41. How To Fix This-IPQZ4pfRMRA.mp4	4.3 MB
41. How To Fix This-IPQZ4pfRMRA.pt-BR.vtt	3.0 KB
41. Video How to Fix This.html	10.9 KB
42. Notebook + Quiz Putting It All Together .html	11.0 KB
43. Putting It All Together-3SX4dMZPNEI.en.vtt	10.4 KB
43. Putting It All Together-3SX4dMZPNEI.mp4	16.8 MB
43. Putting It All Together-3SX4dMZPNEI.pt-BR.vtt	10.0 KB
43. Screencast + Notebook Putting It All Together Solution.html	11.5 KB
44. Text + Quiz Results.html	19.9 KB
45. The Data Science Process Evaluate And Deploy-sxT43JlH_eM.en.vtt	1.5 KB
45. The Data Science Process Evaluate And Deploy-sxT43JlH_eM.mp4	5.3 MB
45. The Data Science Process Evaluate And Deploy-sxT43JlH_eM.pt-BR.vtt	1.6 KB
45. Video The Data Science Process - Evaluate Deploy.html	11.3 KB
46. Text Recap.html	12.7 KB
index.html	8.3 KB
/img/
screen-shot-2018-02-14-at-10.03.16-am.png	14.4 KB
screen-shot-2018-02-14-at-10.05.37-am.png	34.9 KB
screen-shot-2018-02-14-at-10.08.56-am.png	46.2 KB
screen-shot-2018-02-24-at-2.13.15-pm.png	287.6 KB
screen-shot-2018-02-24-at-2.16.00-pm.png	967.4 KB
screen-shot-2018-02-24-at-2.17.54-pm.png	54.2 KB
screen-shot-2018-02-24-at-2.18.30-pm.png	216.4 KB
/Part 14-Module 01-Lesson 02_Communicating to Stakeholders/
01. Introduction-TRw4bvZuEG8.en.vtt	1.2 KB
01. Introduction-TRw4bvZuEG8.mp4	4.5 MB
01. Introduction-TRw4bvZuEG8.pt-BR.vtt	1.2 KB
01. Video Introduction.html	6.5 KB
02. First Things First-ehjC7JK-zMI.en.vtt	1.3 KB
02. First Things First-ehjC7JK-zMI.mp4	4.2 MB
02. First Things First-ehjC7JK-zMI.pt-BR.vtt	1.4 KB
02. Video First Things First.html	6.6 KB
03. Text README Showcase.html	11.0 KB
04. L3 Git And Github WalkThrough V1-buMNfXkj9fg.en.vtt	3.7 KB
04. L3 Git And Github WalkThrough V1-buMNfXkj9fg.mp4	4.0 MB
04. L3 Git And Github WalkThrough V1-buMNfXkj9fg.pt-BR.vtt	3.4 KB
04. Video Posting to Github.html	7.2 KB
05. Quiz Github Check.html	10.0 KB
06. Up and Running On Medium-0QzbxjAcMq0.en.vtt	1.2 KB
06. Up and Running On Medium-0QzbxjAcMq0.mp4	3.0 MB
06. Up and Running On Medium-0QzbxjAcMq0.pt-BR.vtt	1.3 KB
06. Video Up And Running On Medium.html	6.8 KB
07. Text Medium Getting Started Post and Links.html	11.5 KB
08. Know Your Audience-OjmrU5HlFD8.en.vtt	2.2 KB
08. Know Your Audience-OjmrU5HlFD8.mp4	4.3 MB
08. Know Your Audience-OjmrU5HlFD8.pt-BR.vtt	2.2 KB
08. Video Know Your Audience.html	6.6 KB
09. Who Is The Audience.html	10.4 KB
10. Three Steps To Captivate Your Audience-BWS3oQYS-c4.en.vtt	0.9 KB
10. Three Steps To Captivate Your Audience-BWS3oQYS-c4.mp4	2.9 MB
10. Three Steps To Captivate Your Audience-BWS3oQYS-c4.pt-BR.vtt	0.9 KB
10. Video Three Steps to Captivate Your Audience.html	6.7 KB
11. Captivate Your Audience - First Catch Their Eye-lO8-YKgW7y0.en.vtt	1.4 KB
11. Captivate Your Audience - First Catch Their Eye-lO8-YKgW7y0.mp4	5.1 MB
11. Captivate Your Audience - First Catch Their Eye-lO8-YKgW7y0.pt-BR.vtt	1.5 KB
11. Video First Catch Their Eye.html	6.7 KB
12. Picture First, Title Second.html	7.4 KB
13. L3 10 Captivate Your Audience Now What V1-Iy08sZYuqkI.en.vtt	1.5 KB
13. L3 10 Captivate Your Audience Now What V1-Iy08sZYuqkI.mp4	4.6 MB
13. L3 10 Captivate Your Audience Now What V1-Iy08sZYuqkI.pt-BR.vtt	1.5 KB
13. Video More Advice.html	6.7 KB
14. More Advice.html	7.6 KB
15. Captivate Your Audience - End With A Call To Action-EajX2NbHJ6w.en.vtt	1.1 KB
15. Captivate Your Audience - End With A Call To Action-EajX2NbHJ6w.mp4	3.2 MB
15. Captivate Your Audience - End With A Call To Action-EajX2NbHJ6w.pt-BR.vtt	1.3 KB
15. Video End With A Call To Action.html	6.7 KB
16. End With A Call To Action.html	9.2 KB
17. Other Important Information-LF-CWF-1mX4.en.vtt	2.0 KB
17. Other Important Information-LF-CWF-1mX4.mp4	4.7 MB
17. Other Important Information-LF-CWF-1mX4.pt-BR.vtt	2.1 KB
17. Video Other Important Information.html	6.6 KB
18. Text Recap.html	7.8 KB
19. Conclusion-_ATzG6khLdk.en.vtt	0.9 KB
19. Conclusion-_ATzG6khLdk.mp4	3.0 MB
19. Conclusion-_ATzG6khLdk.pt-BR.vtt	1.0 KB
19. Video Conclusion.html	6.9 KB
index.html	5.1 KB
/img/
business-money-pink-coins.jpg	4.7 MB
screen-shot-2018-03-09-at-4.07.07-pm.png	73.8 KB
screen-shot-2018-03-10-at-12.47.35-am.png	54.5 KB
screen-shot-2018-03-10-at-3.31.18-pm.png	8.5 KB
/Part 14-Module 01-Lesson 03_Project Write A Data Science Blog Post/
01. Blogging for Data Science-WrvGpRN5XQI.en.vtt	4.0 KB
01. Blogging for Data Science-WrvGpRN5XQI.mp4	26.5 MB
01. Blogging for Data Science-WrvGpRN5XQI.pt-BR.vtt	4.1 KB
01. Project Overview.html	7.1 KB
02. Project Motivation and Details.html	8.6 KB
Project Description - Write A Data Science Blog Post.html	5.6 KB
Project Rubric - Write A Data Science Blog Post.html	11.1 KB
index.html	3.9 KB
/Part 14-Module 02-Lesson 01_Optimize Your GitHub Profile/
01. Prove Your Skills With GitHub.html	10.5 KB
02. Introduction-Vnj2VNQROtI.ar.vtt	2.3 KB
02. Introduction-Vnj2VNQROtI.en.vtt	1.6 KB
02. Introduction-Vnj2VNQROtI.mp4	10.1 MB
02. Introduction-Vnj2VNQROtI.pt-BR.vtt	1.8 KB
02. Introduction-Vnj2VNQROtI.zh-CN.vtt	1.7 KB
02. Introduction.html	7.3 KB
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt	4.0 KB
03. GitHub profile important items-prvPVTjVkwQ.en.vtt	3.0 KB
03. GitHub profile important items-prvPVTjVkwQ.mp4	3.5 MB
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt	3.2 KB
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt	2.7 KB
03. GitHub profile important items.html	7.3 KB
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt	2.6 KB
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt	2.0 KB
04. Good GitHub repository-qBi8Q1EJdfQ.mp4	3.9 MB
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt	2.1 KB
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt	2.0 KB
04. Good GitHub repository.html	7.0 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt	4.7 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.en.vtt	3.9 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.mp4	22.8 MB
05. Interview with Art - Part 1-ClLYamtaO-Q.pt-BR.vtt	4.1 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.zh-CN.vtt	3.5 KB
05. Interview with Art - Part 1.html	7.0 KB
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt	0.5 KB
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt	0.4 KB
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4	583.0 KB
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt	0.5 KB
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt	0.4 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt	2.0 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt	1.4 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4	1.7 MB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt	1.5 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt	1.3 KB
06. Identify fixes for example “bad” profile.html	9.9 KB
07. Quick Fixes #1.html	6.9 KB
07. Quick Fixes-Lb9e2KemR6I.ar.vtt	2.7 KB
07. Quick Fixes-Lb9e2KemR6I.en.vtt	1.9 KB
07. Quick Fixes-Lb9e2KemR6I.mp4	4.2 MB
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt	2.1 KB
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt	1.9 KB
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt	0.6 KB
08. Quick Fixes #2-It6AEuSDQw0.en.vtt	0.4 KB
08. Quick Fixes #2-It6AEuSDQw0.mp4	2.4 MB
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt	0.5 KB
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt	0.4 KB
08. Quick Fixes #2.html	7.8 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt	1.5 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt	1.4 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4	7.3 MB
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt	1.3 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt	1.2 KB
09. Writing READMEs with Walter.html	7.3 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt	2.9 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.en.vtt	2.2 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4	13.8 MB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.pt-BR.vtt	2.5 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.zh-CN.vtt	2.1 KB
10. Interview with Art - Part 2.html	7.0 KB
11. Commit messages best practices.html	9.4 KB
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt	0.7 KB
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt	0.5 KB
12. Reflect on your commit messages-_0AHmKkfjTo.mp4	3.2 MB
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt	0.5 KB
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt	0.5 KB
12. Reflect on your commit messages.html	7.6 KB
13. Participating in open source projects-OxL-gMTizUA.ar.vtt	0.8 KB
13. Participating in open source projects-OxL-gMTizUA.en.vtt	0.5 KB
13. Participating in open source projects-OxL-gMTizUA.mp4	2.9 MB
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt	0.6 KB
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt	0.4 KB
13. Participating in open source projects.html	7.4 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt	5.5 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.en.vtt	4.2 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.mp4	26.3 MB
14. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt	4.7 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt	3.8 KB
14. Interview with Art - Part 3.html	7.0 KB
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt	2.2 KB
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt	1.5 KB
15. Participating in open source projects 2-elZCLxVvJrY.mp4	3.5 MB
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt	1.7 KB
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt	1.3 KB
15. Participating in open source projects 2.html	7.1 KB
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt	0.5 KB
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt	0.4 KB
16. Starring interesting repositories-U3FUxkm1MxI.mp4	2.6 MB
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt	0.5 KB
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt	0.4 KB
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt	0.8 KB
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt	0.6 KB
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4	3.6 MB
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt	0.7 KB
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt	0.6 KB
16. Starring interesting repositories.html	8.4 KB
17. Next Steps.html	7.5 KB
Project Description - Optimize Your GitHub Profile.html	8.4 KB
Project Rubric - Optimize Your GitHub Profile.html	9.3 KB
index.html	5.2 KB
/img/
6485174133.gif	469.1 KB
6499079068.gif	456.6 KB
6509638772.gif	728.1 KB
6551597473.gif	455.0 KB
mat-leonard-circle.png	394.2 KB
/Part 15-Module 01-Lesson 01_Introduction to Software Engineering/
01. Introduction To Software Engineering-7kphieW4yl4.en.vtt	3.2 KB
01. Introduction To Software Engineering-7kphieW4yl4.mp4	11.5 MB
01. Introduction To Software Engineering-7kphieW4yl4.pt-BR.vtt	3.6 KB
01. Welcome.html	5.0 KB
02. Course Overview.html	6.7 KB
02. L1 02 Course Overview V1 V4-v-DB0W_I2n8.en.vtt	1.3 KB
02. L1 02 Course Overview V1 V4-v-DB0W_I2n8.mp4	2.3 MB
02. L1 02 Course Overview V1 V4-v-DB0W_I2n8.pt-BR.vtt	1.5 KB
03. L1 03 Meet Andrew V1 V2-IPSwDqqk2Cc.en.vtt	1.9 KB
03. L1 03 Meet Andrew V1 V2-IPSwDqqk2Cc.mp4	5.0 MB
03. L1 03 Meet Andrew V1 V2-IPSwDqqk2Cc.pt-BR.vtt	2.0 KB
03. Meet Andrew.html	4.9 KB
04. L1 04 Meet Juno V1 V2-c4r2nGMogfM.en.vtt	4.3 KB
04. L1 04 Meet Juno V1 V2-c4r2nGMogfM.mp4	17.4 MB
04. L1 04 Meet Juno V1 V2-c4r2nGMogfM.pt-BR.vtt	4.7 KB
04. Meet Juno.html	4.9 KB
index.html	3.7 KB
/Part 15-Module 01-Lesson 02_Software Engineering Practices Pt I/
01. Introduction.html	7.7 KB
01. L2 01 Intro V1 V1-z7v7oa--W48.en.vtt	1.2 KB
01. L2 01 Intro V1 V1-z7v7oa--W48.mp4	5.9 MB
01. L2 01 Intro V1 V1-z7v7oa--W48.pt-BR.vtt	1.4 KB
02. Clean and Modular Code.html	10.6 KB
02. L2 02 Clean Mod Code Vid 1 V1 V2-RjHV8kRpVbA.en.vtt	5.2 KB
02. L2 02 Clean Mod Code Vid 1 V1 V2-RjHV8kRpVbA.mp4	10.3 MB
02. L2 02 Clean Mod Code Vid 1 V1 V2-RjHV8kRpVbA.pt-BR.vtt	5.6 KB
03. L2 03 Clean Mod Code Vid 2 V1 V1-9bxtHpPvXE0.en.vtt	2.5 KB
03. L2 03 Clean Mod Code Vid 2 V1 V1-9bxtHpPvXE0.mp4	10.1 MB
03. L2 03 Clean Mod Code Vid 2 V1 V1-9bxtHpPvXE0.pt-BR.vtt	2.8 KB
03. Refactoring Code.html	8.0 KB
04. 01 Writing Clean Code V1-wNaiahWCwkQ.en.vtt	6.9 KB
04. 01 Writing Clean Code V1-wNaiahWCwkQ.mp4	8.6 MB
04. 01 Writing Clean Code V1-wNaiahWCwkQ.pt-BR.vtt	7.7 KB
04. Writing Clean Code.html	9.9 KB
05. Quiz Clean Code.html	11.2 KB
06. 02 Writing Modular Code V2-qN6EOyNlSnk.en.vtt	7.8 KB
06. 02 Writing Modular Code V2-qN6EOyNlSnk.mp4	8.0 MB
06. 02 Writing Modular Code V2-qN6EOyNlSnk.pt-BR.vtt	8.7 KB
06. Writing Modular Code.html	9.7 KB
07. Quiz Refactoring - Wine Quality.html	7.6 KB
08. Solution Refactoring - Wine Quality.html	7.6 KB
09. Efficient Code.html	7.7 KB
09. L2 06 Efficient Code V1 V2-LbtxY7xetBw.en.vtt	2.1 KB
09. L2 06 Efficient Code V1 V2-LbtxY7xetBw.mp4	8.8 MB
09. L2 06 Efficient Code V1 V2-LbtxY7xetBw.pt-BR.vtt	2.5 KB
10. 03 Optimizing Common Books V1-WF9n_19V08g.en.vtt	5.0 KB
10. 03 Optimizing Common Books V1-WF9n_19V08g.mp4	8.5 MB
10. 03 Optimizing Common Books V1-WF9n_19V08g.pt-BR.vtt	5.7 KB
10. Optimizing - Common Books.html	7.4 KB
11. Quiz Optimizing - Common Books.html	7.6 KB
12. Solution Optimizing - Common Books.html	7.6 KB
13. Quiz Optimizing - Holiday Gifts.html	7.6 KB
14. Solution Optimizing - Holiday Gifts.html	7.6 KB
15. Documentation.html	7.8 KB
15. L2 10 Documentation V1 V3-M45B2VbPgjo.en.vtt	1.6 KB
15. L2 10 Documentation V1 V3-M45B2VbPgjo.mp4	4.6 MB
15. L2 10 Documentation V1 V3-M45B2VbPgjo.pt-BR.vtt	1.8 KB
16. 04 Inline Comments V1--G6yg3Xhl8I.en.vtt	2.4 KB
16. 04 Inline Comments V1--G6yg3Xhl8I.mp4	3.7 MB
16. 04 Inline Comments V1--G6yg3Xhl8I.pt-BR.vtt	2.9 KB
16. In-line Comments.html	8.0 KB
17. 05 Docstrings V1-_gapemxsRJY.en.vtt	1.8 KB
17. 05 Docstrings V1-_gapemxsRJY.mp4	1.7 MB
17. 05 Docstrings V1-_gapemxsRJY.pt-BR.vtt	2.0 KB
17. Docstrings.html	9.1 KB
18. Project Documentation.html	8.3 KB
19. Documentation.html	9.4 KB
20. L2 17 Version Control In Data Science V1 V1-EQzrLC88Bzk.en.vtt	0.9 KB
20. L2 17 Version Control In Data Science V1 V1-EQzrLC88Bzk.mp4	3.1 MB
20. L2 17 Version Control In Data Science V1 V1-EQzrLC88Bzk.pt-BR.vtt	1.0 KB
20. Version Control in Data Science.html	7.5 KB
21. L2 18 Version Control Git Branches V1 V2-C92YcuwjZOs.en.vtt	3.8 KB
21. L2 18 Version Control Git Branches V1 V2-C92YcuwjZOs.mp4	4.1 MB
21. L2 18 Version Control Git Branches V1 V2-C92YcuwjZOs.pt-BR.vtt	4.4 KB
21. Scenario #1.html	11.5 KB
22. L2 18 Version Control Git Commit Messages V1 V2-w1iHWpwOkMg.en.vtt	1.7 KB
22. L2 18 Version Control Git Commit Messages V1 V2-w1iHWpwOkMg.mp4	2.0 MB
22. L2 18 Version Control Git Commit Messages V1 V2-w1iHWpwOkMg.pt-BR.vtt	2.0 KB
22. Scenario #2.html	8.9 KB
23. L2 18 Version Control Merging Branches On A Team V1 V2-36DOnNzvT4A.en.vtt	1.6 KB
23. L2 18 Version Control Merging Branches On A Team V1 V2-36DOnNzvT4A.mp4	3.2 MB
23. L2 18 Version Control Merging Branches On A Team V1 V2-36DOnNzvT4A.pt-BR.vtt	1.9 KB
23. Scenario #3.html	11.1 KB
24. Model Versioning.html	7.8 KB
25. Conclusion.html	7.2 KB
25. L2 21 Conclusion V1 V1-anPnokWZOZQ.en.vtt	0.8 KB
25. L2 21 Conclusion V1 V1-anPnokWZOZQ.mp4	3.0 MB
25. L2 21 Conclusion V1 V1-anPnokWZOZQ.pt-BR.vtt	1.0 KB
index.html	5.4 KB
/Part 15-Module 01-Lesson 03_Software Engineering Practices Pt II/
01. Introduction.html	6.3 KB
01. L2 2 01 Intro V1 V2-QO2GYq8q92E.en.vtt	0.7 KB
01. L2 2 01 Intro V1 V2-QO2GYq8q92E.mp4	3.0 MB
01. L2 2 01 Intro V1 V2-QO2GYq8q92E.pt-BR.vtt	0.9 KB
02. L2 2 02 Testing V1 V1-IkLUUHt_jis.en.vtt	1.4 KB
02. L2 2 02 Testing V1 V1-IkLUUHt_jis.mp4	4.3 MB
02. L2 2 02 Testing V1 V1-IkLUUHt_jis.pt-BR.vtt	1.7 KB
02. Testing.html	6.3 KB
03. L2 2 03 Testing Data Science V1 V4-AsnstNEMv1c.en.vtt	2.2 KB
03. L2 2 03 Testing Data Science V1 V4-AsnstNEMv1c.mp4	8.1 MB
03. L2 2 03 Testing Data Science V1 V4-AsnstNEMv1c.pt-BR.vtt	2.7 KB
03. Testing and Data Science.html	7.4 KB
04. 06 Unit Tests V1-wb9jggHEvgI.en.vtt	4.0 KB
04. 06 Unit Tests V1-wb9jggHEvgI.mp4	4.7 MB
04. 06 Unit Tests V1-wb9jggHEvgI.pt-BR.vtt	4.1 KB
04. Unit Tests.html	7.3 KB
05. 07 Unit Testing Tools V1-8bKhOyFbX_Y.en.vtt	1.9 KB
05. 07 Unit Testing Tools V1-8bKhOyFbX_Y.mp4	2.9 MB
05. 07 Unit Testing Tools V1-8bKhOyFbX_Y.pt-BR.vtt	2.2 KB
05. Unit Testing Tools.html	7.2 KB
06. Quiz Unit Tests.html	6.4 KB
07. L2 2 09 Test Driven Development DS V1 V2-M-eskssLcQM.en.vtt	3.3 KB
07. L2 2 09 Test Driven Development DS V1 V2-M-eskssLcQM.mp4	6.2 MB
07. L2 2 09 Test Driven Development DS V1 V2-M-eskssLcQM.pt-BR.vtt	3.8 KB
07. Test Driven Development and Data Science.html	7.9 KB
08. L2 2 11 Logging V2-9qKQdRoIMbU.en.vtt	1.1 KB
08. L2 2 11 Logging V2-9qKQdRoIMbU.mp4	3.2 MB
08. L2 2 11 Logging V2-9qKQdRoIMbU.pt-BR.vtt	1.3 KB
08. Logging.html	6.3 KB
09. Log Messages.html	7.0 KB
10. Logging.html	7.1 KB
11. Code Review.html	6.5 KB
11. L2 2 14 Code Review V1 V2-zAy1ffMFA-k.en.vtt	1.0 KB
11. L2 2 14 Code Review V1 V2-zAy1ffMFA-k.mp4	3.5 MB
11. L2 2 14 Code Review V1 V2-zAy1ffMFA-k.pt-BR.vtt	1.2 KB
12. Questions to Ask Yourself When Conducting a Code Review.html	7.6 KB
13. Tips for Conducting a Code Review.html	10.2 KB
14. Conclusion.html	6.0 KB
14. L2 2 16 Conclusion V1 V1-fDpQBbqd_kg.en.vtt	0.7 KB
14. L2 2 16 Conclusion V1 V1-fDpQBbqd_kg.mp4	2.2 MB
14. L2 2 16 Conclusion V1 V1-fDpQBbqd_kg.pt-BR.vtt	0.8 KB
index.html	4.5 KB
/Part 15-Module 01-Lesson 04_Introduction to Object-Oriented Programming/
01. Introduction-5DfFaAl1Wmc.en.vtt	1.7 KB
01. Introduction-5DfFaAl1Wmc.mp4	5.6 MB
01. Introduction-5DfFaAl1Wmc.pt-BR.vtt	1.8 KB
01. Introduction.html	10.8 KB
02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.en.vtt	2.4 KB
02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.mp4	4.5 MB
02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.pt-BR.vtt	2.5 KB
02. Procedural vs. Object-Oriented Programming.html	12.7 KB
03. Class, Object, Method and Attribute.html	12.4 KB
03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.en.vtt	3.3 KB
03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.mp4	6.8 MB
03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.pt-BR.vtt	3.3 KB
04. OOP Syntax.html	10.0 KB
04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.en.vtt	8.1 KB
04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.mp4	8.7 MB
04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.pt-BR.vtt	7.6 KB
05. Exercise OOP Syntax Practice - Part 1.html	8.3 KB
06. A Couple of Notes about OOP.html	14.7 KB
06. Notes On OOP-NcgDIWm6iBA.en.vtt	6.2 KB
06. Notes On OOP-NcgDIWm6iBA.mp4	6.6 MB
06. Notes On OOP-NcgDIWm6iBA.pt-BR.vtt	6.2 KB
07. Exercise OOP Syntax Practice - Part 2.html	8.3 KB
08. Commenting Object-Oriented Code.html	10.3 KB
09. A Gaussian Class.html	15.0 KB
09. Gaussian Class-TVzNdFYyJIU.en.vtt	2.2 KB
09. Gaussian Class-TVzNdFYyJIU.mp4	6.3 MB
09. Gaussian Class-TVzNdFYyJIU.pt-BR.vtt	2.2 KB
10. How The Gaussian Class Works-N-5I0d1zJHI.en.vtt	5.4 KB
10. How The Gaussian Class Works-N-5I0d1zJHI.mp4	8.5 MB
10. How The Gaussian Class Works-N-5I0d1zJHI.pt-BR.vtt	4.9 KB
10. How the Gaussian Class Works.html	8.0 KB
11. Exercise Code the Gaussian Class.html	8.3 KB
12. L3 10 Magic M V1 V3-9dEsv1aNUEE.en.vtt	2.4 KB
12. L3 10 Magic M V1 V3-9dEsv1aNUEE.mp4	5.2 MB
12. L3 10 Magic M V1 V3-9dEsv1aNUEE.pt-BR.vtt	2.3 KB
12. Magic Methods in Code-oDuXThOqans.en.vtt	4.2 KB
12. Magic Methods in Code-oDuXThOqans.mp4	4.6 MB
12. Magic Methods in Code-oDuXThOqans.pt-BR.vtt	3.9 KB
12. Magic Methods.html	8.5 KB
13. Exercise Code Magic Methods.html	8.3 KB
14. 13 Inheritance Example V1-uWT-HIHBjv0.en.vtt	2.0 KB
14. 13 Inheritance Example V1-uWT-HIHBjv0.mp4	2.1 MB
14. 13 Inheritance Example V1-uWT-HIHBjv0.pt-BR.vtt	2.0 KB
14. Inheritance-1gsrxUwPI40.en.vtt	2.7 KB
14. Inheritance-1gsrxUwPI40.mp4	3.7 MB
14. Inheritance-1gsrxUwPI40.pt-BR.vtt	2.5 KB
14. Inheritance.html	10.1 KB
15. Exercise Inheritance with Clothing.html	8.3 KB
16. Inheritance Gaussian Class-XS4LQn1VA3U.en.vtt	3.0 KB
16. Inheritance Gaussian Class-XS4LQn1VA3U.mp4	3.6 MB
16. Inheritance Gaussian Class-XS4LQn1VA3U.pt-BR.vtt	2.9 KB
16. Inheritance Probability Distribution.html	8.0 KB
17. Demo Inheritance Probability Distributions.html	8.3 KB
18. Advanced OOP Topics.html	9.0 KB
19. Organizing Code Into Modules-AARS10U5bbo.en.vtt	4.8 KB
19. Organizing Code Into Modules-AARS10U5bbo.mp4	4.7 MB
19. Organizing Code Into Modules-AARS10U5bbo.pt-BR.vtt	5.0 KB
19. Organizing into Modules.html	9.6 KB
20. Demo Modularized Code.html	8.3 KB
21. 15 Making a Package v2-Hj2OBr1CGZM.en.vtt	7.7 KB
21. 15 Making a Package v2-Hj2OBr1CGZM.mp4	7.9 MB
21. 15 Making a Package v2-Hj2OBr1CGZM.pt-BR.vtt	8.0 KB
21. Making a Package.html	10.5 KB
22. Virtual Environments-f7rzxUiHOJ0.en.vtt	3.3 KB
22. Virtual Environments-f7rzxUiHOJ0.mp4	3.1 MB
22. Virtual Environments-f7rzxUiHOJ0.pt-BR.vtt	3.4 KB
22. Virtual Environments.html	13.9 KB
23. Exercise Making a Package and Pip Installing.html	8.3 KB
24. Binomial Class-O-4qRh74rkI.en.vtt	1.3 KB
24. Binomial Class-O-4qRh74rkI.mp4	3.6 MB
24. Binomial Class-O-4qRh74rkI.pt-BR.vtt	1.4 KB
24. Binomial Class-xTamXY6Z9Kg.en.vtt	3.4 KB
24. Binomial Class-xTamXY6Z9Kg.mp4	4.5 MB
24. Binomial Class-xTamXY6Z9Kg.pt-BR.vtt	3.4 KB
24. Binomial Class.html	8.5 KB
25. Exercise Binomial Class.html	8.3 KB
26. Scikit-learn Source Code.html	9.0 KB
26. Scikitlearn Source Code-4_qkqMsbthg.en.vtt	5.7 KB
26. Scikitlearn Source Code-4_qkqMsbthg.mp4	10.1 MB
26. Scikitlearn Source Code-4_qkqMsbthg.pt-BR.vtt	5.8 KB
27. 20 Putting Code On PyPi V1-4uosDOKn5LI.en.vtt	9.8 KB
27. 20 Putting Code On PyPi V1-4uosDOKn5LI.mp4	17.1 MB
27. 20 Putting Code On PyPi V1-4uosDOKn5LI.pt-BR.vtt	10.2 KB
27. Putting Code on PyPi.html	11.1 KB
28. Exercise Upload to PyPi.html	8.3 KB
29. L3 21 Outro v1 V2-DStO1hBKtHQ.en.vtt	2.2 KB
29. L3 21 Outro v1 V2-DStO1hBKtHQ.mp4	6.5 MB
29. L3 21 Outro v1 V2-DStO1hBKtHQ.pt-BR.vtt	2.4 KB
29. Lesson Summary.html	8.5 KB
index.html	6.1 KB
/img/
screen-shot-2018-07-19-at-4.05.25-pm.png	206.1 KB
screen-shot-2018-07-19-at-4.06.55-pm.png	133.1 KB
/Part 15-Module 01-Lesson 05_Portfolio Exercise Upload a Package to PyPi/
01. Introduction.html	12.9 KB
02. Troubleshooting Possible Errors.html	6.2 KB
03. Workspace.html	5.2 KB
index.html	3.7 KB
/Part 15-Module 01-Lesson 06_Web Development/
01. Introduction.html	8.9 KB
01. L4 Intro V2--PGMIIXFCgg.en.vtt	2.0 KB
01. L4 Intro V2--PGMIIXFCgg.mp4	6.2 MB
01. L4 Intro V2--PGMIIXFCgg.pt-BR.vtt	2.2 KB
02. L4 Lesson Overview V2-9WQF-CCNdJ8.en.vtt	1.5 KB
02. L4 Lesson Overview V2-9WQF-CCNdJ8.mp4	3.8 MB
02. L4 Lesson Overview V2-9WQF-CCNdJ8.pt-BR.vtt	1.6 KB
02. Lesson Overview.html	9.4 KB
03. Components of a Web App.html	11.4 KB
03. L4 Components Of A Web App V4-2aJf5sO2ox4.en.vtt	2.5 KB
03. L4 Components Of A Web App V4-2aJf5sO2ox4.mp4	3.5 MB
03. L4 Components Of A Web App V4-2aJf5sO2ox4.pt-BR.vtt	2.7 KB
04. The Front End-CspuxLGFM4U.en.vtt	1.9 KB
04. The Front End-CspuxLGFM4U.mp4	5.1 MB
04. The Front End-CspuxLGFM4U.pt-BR.vtt	2.0 KB
04. The Front-End.html	7.6 KB
05. 6 Screencast HTML Code V2-G7fBus1JSc0.en.vtt	8.0 KB
05. 6 Screencast HTML Code V2-G7fBus1JSc0.mp4	10.8 MB
05. 6 Screencast HTML Code V2-G7fBus1JSc0.pt-BR.vtt	8.3 KB
05. HTML.html	13.0 KB
06. Exercise HTML.html	8.0 KB
07. Div and Span-cbKA_dvthcY.en.vtt	2.4 KB
07. Div and Span-cbKA_dvthcY.mp4	3.1 MB
07. Div and Span-cbKA_dvthcY.pt-BR.vtt	2.5 KB
07. Div and Span.html	8.4 KB
08. IDs and Classes-jnfDqdxDbO4.en.vtt	3.5 KB
08. IDs and Classes-jnfDqdxDbO4.mp4	4.6 MB
08. IDs and Classes-jnfDqdxDbO4.pt-BR.vtt	3.9 KB
08. IDs and Classes.html	9.8 KB
09. Exercise HTML Div, Span, IDs, Classes.html	8.1 KB
10. CSS-s_sdzHR9cs0.en.vtt	10.1 KB
10. CSS-s_sdzHR9cs0.mp4	16.7 MB
10. CSS-s_sdzHR9cs0.pt-BR.vtt	10.4 KB
10. CSS.html	16.2 KB
11. Exercise CSS.html	8.0 KB
12. 14 Screencast JavaScript V2-vgXUKgsT_48.en.vtt	8.1 KB
12. 14 Screencast JavaScript V2-vgXUKgsT_48.mp4	10.1 MB
12. 14 Screencast JavaScript V2-vgXUKgsT_48.pt-BR.vtt	7.6 KB
12. JavaScript.html	15.1 KB
13. Exercise JavaScript.html	8.0 KB
14. Bootstrap Library-KsrqjguHWUI.en.vtt	18.5 KB
14. Bootstrap Library-KsrqjguHWUI.mp4	27.6 MB
14. Bootstrap Library-KsrqjguHWUI.pt-BR.vtt	16.8 KB
14. Bootstrap Library.html	9.0 KB
15. Exercise Bootstrap.html	8.0 KB
16. 18 Screencast Plotly V2-QsmOW1jNeio.en.vtt	11.9 KB
16. 18 Screencast Plotly V2-QsmOW1jNeio.mp4	15.5 MB
16. 18 Screencast Plotly V2-QsmOW1jNeio.pt-BR.vtt	11.1 KB
16. Plotly.html	10.2 KB
17. Exercise Plotly.html	8.0 KB
18. L4 The Back End V2-Esl0NL63S2c.en.vtt	2.4 KB
18. L4 The Back End V2-Esl0NL63S2c.mp4	5.5 MB
18. L4 The Back End V2-Esl0NL63S2c.pt-BR.vtt	2.8 KB
18. The Backend.html	10.2 KB
19. The Web.html	7.6 KB
19. The World Wide Web-Rxn-zCyg_iA.en.vtt	1.4 KB
19. The World Wide Web-Rxn-zCyg_iA.mp4	2.1 MB
19. The World Wide Web-Rxn-zCyg_iA.pt-BR.vtt	1.5 KB
20. 22 Screencast Flask V2-i_U3O-7cymk.en.vtt	6.7 KB
20. 22 Screencast Flask V2-i_U3O-7cymk.mp4	7.5 MB
20. 22 Screencast Flask V2-i_U3O-7cymk.pt-BR.vtt	7.3 KB
20. Flask.html	13.4 KB
21. Exercise Flask.html	8.0 KB
22. Flask + Pandas.html	9.8 KB
22. Flask and Pandas-L_M_8UVY42k.en.vtt	4.5 KB
22. Flask and Pandas-L_M_8UVY42k.mp4	6.5 MB
22. Flask and Pandas-L_M_8UVY42k.pt-BR.vtt	4.9 KB
23. Example Flask + Pandas.html	8.0 KB
24. Flask Pandas Plotly Part 1-xg7P8MnItdI.en.vtt	4.8 KB
24. Flask Pandas Plotly Part 1-xg7P8MnItdI.mp4	7.0 MB
24. Flask Pandas Plotly Part 1-xg7P8MnItdI.pt-BR.vtt	5.1 KB
24. Flask+Plotly+Pandas Part 1.html	10.9 KB
25. 40 Screencast Flask Pandas Plotly Part2 V2-yx-DRzMsblI.en.vtt	7.1 KB
25. 40 Screencast Flask Pandas Plotly Part2 V2-yx-DRzMsblI.mp4	8.3 MB
25. 40 Screencast Flask Pandas Plotly Part2 V2-yx-DRzMsblI.pt-BR.vtt	7.2 KB
25. Flask+Plotly+Pandas Part 2.html	9.5 KB
26. Flask Pandas Plotly Part3-e8owK5zk-g8.en.vtt	1.9 KB
26. Flask Pandas Plotly Part3-e8owK5zk-g8.mp4	3.1 MB
26. Flask Pandas Plotly Part3-e8owK5zk-g8.pt-BR.vtt	2.0 KB
26. Flask+Plotly+Pandas Part 3.html	9.0 KB
27. 40 Screencast Flask Pandas Plotly Part4 V2-4IF2G9Fehb4.en.vtt	10.3 KB
27. 40 Screencast Flask Pandas Plotly Part4 V2-4IF2G9Fehb4.mp4	17.9 MB
27. 40 Screencast Flask Pandas Plotly Part4 V2-4IF2G9Fehb4.pt-BR.vtt	10.4 KB
27. Flask+Plotly+Pandas Part 4.html	10.2 KB
28. Example Flask + Plotly + Pandas.html	8.1 KB
29. Exercise Flask + Plotly + Pandas.html	8.1 KB
30. Deployment-YPfNzpnm_Rk.en.vtt	14.1 KB
30. Deployment-YPfNzpnm_Rk.mp4	20.3 MB
30. Deployment-YPfNzpnm_Rk.pt-BR.vtt	14.0 KB
30. Deployment.html	17.1 KB
31. Exercise Deployment.html	8.0 KB
32. L4 Outro V2-8MyuJx5yu38.en.vtt	1.4 KB
32. L4 Outro V2-8MyuJx5yu38.mp4	3.2 MB
32. L4 Outro V2-8MyuJx5yu38.pt-BR.vtt	1.4 KB
32. Lesson Summary.html	7.9 KB
index.html	5.7 KB
/Part 15-Module 01-Lesson 07_Portfolio Exercise Deploy a Data Dashboard/
01. Introduction.html	13.5 KB
02. Workspace Portfolio Exercise.html	5.9 KB
03. Troubleshooting Possible Errors.html	6.1 KB
04. Congratulations.html	5.9 KB
04. L5 Outro-rW1YP1aSb08.en.vtt	2.4 KB
04. L5 Outro-rW1YP1aSb08.mp4	10.1 MB
04. L5 Outro-rW1YP1aSb08.pt-BR.vtt	2.5 KB
05. APIs [advanced version].html	9.5 KB
06. 44 Accessing The API Through Web Address SC 44 V2-nygWkgUQNfo.en.vtt	7.9 KB
06. 44 Accessing The API Through Web Address SC 44 V2-nygWkgUQNfo.mp4	21.5 MB
06. 44 Accessing The API Through Web Address SC 44 V2-nygWkgUQNfo.pt-BR.vtt	8.1 KB
06. World Bank API [advanced version].html	7.5 KB
07. Python and APIs [advanced version].html	5.9 KB
08. Advanced API Code Walk-through-AkqO534YooE.en.vtt	11.7 KB
08. Advanced API Code Walk-through-AkqO534YooE.mp4	18.6 MB
08. Advanced API Code Walk-through-AkqO534YooE.pt-BR.vtt	11.9 KB
08. World Bank Data Dashboard [advanced version].html	7.5 KB
index.html	4.2 KB
/Part 16-Module 01-Lesson 01_Introduction to Data Engineering/
01. 01 Welcome V1 V2-Ykd7CN5dDx0.en.vtt	2.5 KB
01. 01 Welcome V1 V2-Ykd7CN5dDx0.mp4	8.8 MB
01. 01 Welcome V1 V2-Ykd7CN5dDx0.pt-BR.vtt	2.8 KB
01. Introduction to the Lesson.html	5.0 KB
02. Roles Of A Data Engineer-f57UbUlSDgo.en.vtt	2.5 KB
02. Roles Of A Data Engineer-f57UbUlSDgo.mp4	9.6 MB
02. Roles Of A Data Engineer-f57UbUlSDgo.pt-BR.vtt	3.0 KB
02. Roles of a Data Engineer.html	5.6 KB
03. Figure 8 Project V2-adtlHL42AuQ.en.vtt	4.0 KB
03. Figure 8 Project V2-adtlHL42AuQ.mp4	13.2 MB
03. Figure 8 Project V2-adtlHL42AuQ.pt-BR.vtt	4.1 KB
03. Project Preview.html	6.0 KB
index.html	3.7 KB
/Part 16-Module 01-Lesson 02_ETL Pipelines/
01. 01 Intro V1 2 V4-iW4uqhfRk10.en.vtt	2.0 KB
01. 01 Intro V1 2 V4-iW4uqhfRk10.mp4	5.9 MB
01. 01 Intro V1 2 V4-iW4uqhfRk10.pt-BR.vtt	2.2 KB
01. Introduction.html	11.8 KB
02. Lesson Overview -q1beUVlLoIQ.en.vtt	1.4 KB
02. Lesson Overview -q1beUVlLoIQ.mp4	4.2 MB
02. Lesson Overview -q1beUVlLoIQ.pt-BR.vtt	1.6 KB
02. Lesson Overview.html	12.2 KB
03. World Bank Datasets-lNPzOLzZVbw.en.vtt	5.3 KB
03. World Bank Datasets-lNPzOLzZVbw.mp4	9.7 MB
03. World Bank Datasets-lNPzOLzZVbw.pt-BR.vtt	5.3 KB
03. World Bank Datasets.html	14.1 KB
04. How to Tackle the Exercises.html	10.6 KB
05. 05 Extraction Idea 1 V1 V2-4dKG_08zMm4.en.vtt	0.9 KB
05. 05 Extraction Idea 1 V1 V2-4dKG_08zMm4.mp4	2.4 MB
05. 05 Extraction Idea 1 V1 V2-4dKG_08zMm4.pt-BR.vtt	1.0 KB
05. Extract Walk Through-Bbj8rQRRVoM.en.vtt	3.6 KB
05. Extract Walk Through-Bbj8rQRRVoM.mp4	5.6 MB
05. Extract Walk Through-Bbj8rQRRVoM.pt-BR.vtt	3.5 KB
05. Extract.html	18.3 KB
06. Exercise CSV.html	9.4 KB
07. Exercise JSON and XML.html	9.4 KB
08. Exercise SQL Databases.html	9.4 KB
09. Extracting Text Data.html	9.2 KB
10. Exercise APIs.html	9.4 KB
11. 19 Transform Intro V2 V3-SXp4Qa-rQJg.en.vtt	2.1 KB
11. 19 Transform Intro V2 V3-SXp4Qa-rQJg.mp4	4.6 MB
11. 19 Transform Intro V2 V3-SXp4Qa-rQJg.pt-BR.vtt	2.3 KB
11. Transform Walk Through-i9_0kHCCCCE.en.vtt	1.2 KB
11. Transform Walk Through-i9_0kHCCCCE.mp4	1.5 MB
11. Transform Walk Through-i9_0kHCCCCE.pt-BR.vtt	1.3 KB
11. Transform.html	10.4 KB
12. Combining Data From Different Sources-IfMydJvU37M.en.vtt	2.2 KB
12. Combining Data From Different Sources-IfMydJvU37M.mp4	4.8 MB
12. Combining Data From Different Sources-IfMydJvU37M.pt-BR.vtt	2.4 KB
12. Combining Data.html	9.5 KB
13. Exercise Combining Data.html	9.4 KB
14. 22 Cleaning Data V1 V3-zYxgkUqTX0Y.en.vtt	1.9 KB
14. 22 Cleaning Data V1 V3-zYxgkUqTX0Y.mp4	5.5 MB
14. 22 Cleaning Data V1 V3-zYxgkUqTX0Y.pt-BR.vtt	2.2 KB
14. Cleaning Data.html	9.0 KB
15. Exercise Cleaning Data.html	9.4 KB
16. Exercise Data Types.html	9.4 KB
17. Exercise Parsing Dates.html	9.4 KB
18. Matching Encodings-398xRMnhjGk.en.vtt	3.0 KB
18. Matching Encodings-398xRMnhjGk.mp4	8.4 MB
18. Matching Encodings-398xRMnhjGk.pt-BR.vtt	3.3 KB
18. Matching Encodings.html	9.0 KB
19. Exercise Matching Encodings.html	9.4 KB
20. 28 Missing Data Causes V1 V2-zlw8ESS6Q88.en.vtt	2.0 KB
20. 28 Missing Data Causes V1 V2-zlw8ESS6Q88.mp4	3.4 MB
20. 28 Missing Data Causes V1 V2-zlw8ESS6Q88.pt-BR.vtt	2.2 KB
20. Missing Data - Overview.html	10.1 KB
21. 29 Missing Data Delete V1 V2-L0MoPGyiiYo.en.vtt	1.4 KB
21. 29 Missing Data Delete V1 V2-L0MoPGyiiYo.mp4	2.2 MB
21. 29 Missing Data Delete V1 V2-L0MoPGyiiYo.pt-BR.vtt	1.5 KB
21. Missing Data - Delete.html	9.1 KB
22. 30 Imputing Missing Data V1 V3-A5sOJDj3AKg.en.vtt	2.4 KB
22. 30 Imputing Missing Data V1 V3-A5sOJDj3AKg.mp4	5.2 MB
22. 30 Imputing Missing Data V1 V3-A5sOJDj3AKg.pt-BR.vtt	2.8 KB
22. Missing Data - Impute.html	9.1 KB
23. Exercise Imputation.html	9.4 KB
24. Data Engineering-z6r2e_V0Td0.en.vtt	6.2 KB
24. Data Engineering-z6r2e_V0Td0.mp4	37.0 MB
24. Data Engineering-z6r2e_V0Td0.pt-BR.vtt	6.5 KB
24. SQL, optimization, and ETL - Robert Chang Airbnb.html	9.3 KB
25. Duplicate Data-49ZwWRviAFg.en.vtt	2.5 KB
25. Duplicate Data-49ZwWRviAFg.mp4	5.4 MB
25. Duplicate Data-49ZwWRviAFg.pt-BR.vtt	2.7 KB
25. Duplicate Data.html	9.0 KB
26. Exercise Duplicate Data.html	9.4 KB
27. Dummy Variables-bgxBUvPpKQQ.en.vtt	2.1 KB
27. Dummy Variables-bgxBUvPpKQQ.mp4	3.7 MB
27. Dummy Variables-bgxBUvPpKQQ.pt-BR.vtt	2.4 KB
27. Dummy Variables.html	9.8 KB
28. Exercise Dummy Variables.html	9.4 KB
29. Outliers How To Find Them-ksqzOCSAp5U.en.vtt	3.2 KB
29. Outliers How To Find Them-ksqzOCSAp5U.mp4	8.5 MB
29. Outliers How To Find Them-ksqzOCSAp5U.pt-BR.vtt	3.9 KB
29. Outliers - How to Find Them.html	9.8 KB
30. Exercise Outliers Part 1.html	9.4 KB
31. 38 Outliers What To Do With Them V1 V2-Yd_fPCmGNZ0.en.vtt	2.2 KB
31. 38 Outliers What To Do With Them V1 V2-Yd_fPCmGNZ0.mp4	5.7 MB
31. 38 Outliers What To Do With Them V1 V2-Yd_fPCmGNZ0.pt-BR.vtt	2.5 KB
31. Outliers - What to do .html	9.1 KB
32. Exercise Outliers - Part 2.html	9.4 KB
33. AI and Data Engineering - Robert Chang Airbnb.html	9.3 KB
33. Data Engineering Importance-VO-OrJ0JqxM.en.vtt	3.1 KB
33. Data Engineering Importance-VO-OrJ0JqxM.mp4	21.6 MB
33. Data Engineering Importance-VO-OrJ0JqxM.pt-BR.vtt	3.4 KB
34. Scaling Data-OgjTk3XCUUE.en.vtt	1.7 KB
34. Scaling Data-OgjTk3XCUUE.mp4	4.0 MB
34. Scaling Data-OgjTk3XCUUE.pt-BR.vtt	2.0 KB
34. Scaling Data.html	9.0 KB
35. Exercise Scaling Data.html	9.4 KB
36. 44 Feature Engineering V1 V1-7Bof5l8xjz8.en.vtt	2.4 KB
36. 44 Feature Engineering V1 V1-7Bof5l8xjz8.mp4	5.4 MB
36. 44 Feature Engineering V1 V1-7Bof5l8xjz8.pt-BR.vtt	2.7 KB
36. Feature Engineering.html	9.1 KB
37. Exercise Feature Engineering.html	9.4 KB
38. Bloopers Intro 1 V1-Y1weHponR2Q.en.vtt	1.8 KB
38. Bloopers Intro 1 V1-Y1weHponR2Q.mp4	8.4 MB
38. Bloopers Intro 1 V1-Y1weHponR2Q.pt-BR.vtt	2.2 KB
38. Bloopers.html	9.1 KB
39. 47 Load V1 V1-Us1hWDaabxo.en.vtt	1.3 KB
39. 47 Load V1 V1-Us1hWDaabxo.mp4	3.2 MB
39. 47 Load V1 V1-Us1hWDaabxo.pt-BR.vtt	1.5 KB
39. Load Walk Through-AZvC7kYp_74.en.vtt	1.9 KB
39. Load Walk Through-AZvC7kYp_74.mp4	4.3 MB
39. Load Walk Through-AZvC7kYp_74.pt-BR.vtt	1.9 KB
39. Load.html	10.1 KB
40. Exercise Load.html	9.4 KB
41. 52 Putting It All Together V1 1 V1-D2Th0KdPI-Y.en.vtt	0.4 KB
41. 52 Putting It All Together V1 1 V1-D2Th0KdPI-Y.mp4	1.4 MB
41. 52 Putting It All Together V1 1 V1-D2Th0KdPI-Y.pt-BR.vtt	0.5 KB
41. Putting It All Together-PHaSifd-Mas.en.vtt	4.5 KB
41. Putting It All Together-PHaSifd-Mas.mp4	6.2 MB
41. Putting It All Together-PHaSifd-Mas.pt-BR.vtt	4.9 KB
41. Putting It All Together.html	9.7 KB
42. Exercise Putting It All Together.html	9.4 KB
43. Lesson Summary.html	9.0 KB
43. Outro V1 V4-XE3aoYOXeBw.en.vtt	1.3 KB
43. Outro V1 V4-XE3aoYOXeBw.mp4	4.3 MB
43. Outro V1 V4-XE3aoYOXeBw.pt-BR.vtt	1.6 KB
index.html	6.8 KB
/Part 16-Module 01-Lesson 03_NLP Pipelines/
01. NLP and Pipelines.html	8.0 KB
01. Natural Language Processing-UQBxJzoCp-I.en.vtt	1.2 KB
01. Natural Language Processing-UQBxJzoCp-I.mp4	3.6 MB
01. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt	1.3 KB
01. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt	1.1 KB
02. How NLP Pipelines Work.html	8.3 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt	1.8 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4	1.3 MB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt	1.9 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt	1.6 KB
03. Text Processing-6LO6I5M18PQ.en.vtt	1.2 KB
03. Text Processing-6LO6I5M18PQ.mp4	1.9 MB
03. Text Processing-6LO6I5M18PQ.pt-BR.vtt	1.3 KB
03. Text Processing-6LO6I5M18PQ.zh-CN.vtt	1.1 KB
03. Text Processing-pqheVyctkNQ.en.vtt	2.7 KB
03. Text Processing-pqheVyctkNQ.mp4	3.1 MB
03. Text Processing-pqheVyctkNQ.pt-BR.vtt	3.0 KB
03. Text Processing-pqheVyctkNQ.zh-CN.vtt	2.4 KB
03. Text Processing.html	10.4 KB
04. Cleaning-qawXp9DPV6I.en.vtt	8.5 KB
04. Cleaning-qawXp9DPV6I.mp4	20.5 MB
04. Cleaning-qawXp9DPV6I.pt-BR.vtt	9.3 KB
04. Cleaning-qawXp9DPV6I.zh-CN.vtt	7.6 KB
04. Cleaning.html	8.5 KB
05. Notebook Cleaning.html	7.8 KB
06. Normalization-eOV2UUY8vtM.en.vtt	3.3 KB
06. Normalization-eOV2UUY8vtM.mp4	3.3 MB
06. Normalization-eOV2UUY8vtM.pt-BR.vtt	3.5 KB
06. Normalization-eOV2UUY8vtM.zh-CN.vtt	3.0 KB
06. Normalization.html	8.1 KB
07. Notebook Normalization.html	7.8 KB
08. Tokenization-4Ieotbeh4u8.en.vtt	3.0 KB
08. Tokenization-4Ieotbeh4u8.mp4	3.4 MB
08. Tokenization-4Ieotbeh4u8.pt-BR.vtt	3.4 KB
08. Tokenization-4Ieotbeh4u8.zh-CN.vtt	2.7 KB
08. Tokenization.html	7.7 KB
09. Notebook Tokenization.html	7.8 KB
10. Stop Word Removal-WAU_Ij0GJbw.en.vtt	1.6 KB
10. Stop Word Removal-WAU_Ij0GJbw.mp4	2.1 MB
10. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt	1.8 KB
10. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt	1.4 KB
10. Stop Word Removal.html	7.4 KB
11. Notebook Stop Words.html	7.8 KB
12. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt	1.7 KB
12. Part-of-Speech Tagging-WFEu8bXI5OA.mp4	2.3 MB
12. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt	2.0 KB
12. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt	1.5 KB
12. Part-of-Speech Tagging.html	8.0 KB
13. Named Entity Recognition-QUQu2nsE7vE.en.vtt	1.1 KB
13. Named Entity Recognition-QUQu2nsE7vE.mp4	1.2 MB
13. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt	1.3 KB
13. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt	1.0 KB
13. Named Entity Recognition.html	7.4 KB
14. Notebook POS and NER.html	7.8 KB
15. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt	4.9 KB
15. Stemming And Lemmatization-7Gjf81u5hmw.mp4	5.2 MB
15. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt	5.1 KB
15. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt	4.4 KB
15. Stemming and Lemmatization.html	7.4 KB
16. Notebook Stemming and Lemmatization.html	7.8 KB
17. Summary-zKYEvRd2XmI.en.vtt	1.1 KB
17. Summary-zKYEvRd2XmI.mp4	1.0 MB
17. Summary-zKYEvRd2XmI.pt-BR.vtt	1.3 KB
17. Summary-zKYEvRd2XmI.zh-CN.vtt	1.0 KB
17. Text Processing Summary.html	7.3 KB
18. Feature Extraction-UgENzCmfFWE.en.vtt	3.9 KB
18. Feature Extraction-UgENzCmfFWE.mp4	3.6 MB
18. Feature Extraction-UgENzCmfFWE.pt-BR.vtt	4.3 KB
18. Feature Extraction-UgENzCmfFWE.zh-CN.vtt	3.4 KB
18. Feature Extraction.html	7.8 KB
19. Bag Of Words-A7M1z8yLl0w.en.vtt	4.8 KB
19. Bag Of Words-A7M1z8yLl0w.mp4	4.2 MB
19. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt	5.2 KB
19. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt	4.2 KB
19. Bag of Words.html	7.3 KB
20. 02 TF-IDF-LYYWIrWbBq4.en.vtt	2.9 KB
20. 02 TF-IDF-LYYWIrWbBq4.mp4	2.7 MB
20. 02 TF-IDF-LYYWIrWbBq4.pt-BR.vtt	3.1 KB
20. TF-IDF.html	7.2 KB
21. Notebook Bag of Words and TF-IDF.html	7.8 KB
22. One-Hot Encoding-a0j1CDXFYZI.en.vtt	1.4 KB
22. One-Hot Encoding-a0j1CDXFYZI.mp4	1.1 MB
22. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt	1.6 KB
22. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt	1.2 KB
22. One-Hot Encoding.html	7.4 KB
23. Word Embeddings-4mM_S9L2_JQ.en.vtt	1.6 KB
23. Word Embeddings-4mM_S9L2_JQ.mp4	1.3 MB
23. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt	1.7 KB
23. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt	1.3 KB
23. Word Embeddings.html	7.6 KB
24. Modeling-P4w_2rkxBvE.en.vtt	1.3 KB
24. Modeling-P4w_2rkxBvE.mp4	1.2 MB
24. Modeling-P4w_2rkxBvE.pt-BR.vtt	1.5 KB
24. Modeling-P4w_2rkxBvE.zh-CN.vtt	1.1 KB
24. Modeling.html	8.2 KB
25. Word2Vec-7jjappzGRe0.en.vtt	3.5 KB
25. Word2Vec-7jjappzGRe0.mp4	3.1 MB
25. Word2Vec-7jjappzGRe0.pt-BR.vtt	3.9 KB
25. Word2Vec-7jjappzGRe0.zh-CN.vtt	2.9 KB
25. [OPTIONAL] Word2Vec.html	7.3 KB
26. GloVe-KK3PMIiIn8o.en.vtt	4.3 KB
26. GloVe-KK3PMIiIn8o.mp4	4.0 MB
26. GloVe-KK3PMIiIn8o.pt-BR.vtt	4.7 KB
26. GloVe-KK3PMIiIn8o.zh-CN.vtt	3.7 KB
26. [OPTIONAL] GloVe.html	7.3 KB
27. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt	5.2 KB
27. Embeddings For Deep Learning-gj8u1KG0H2w.mp4	4.9 MB
27. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt	5.7 KB
27. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt	4.8 KB
27. [OPTIONAL] Embeddings for Deep Learning.html	7.5 KB
28. T-SNE-xxcK8oZ6_WE.en.vtt	2.2 KB
28. T-SNE-xxcK8oZ6_WE.mp4	5.8 MB
28. T-SNE-xxcK8oZ6_WE.pt-BR.vtt	2.5 KB
28. T-SNE-xxcK8oZ6_WE.zh-CN.vtt	1.9 KB
28. [OPTIONAL] t-SNE.html	7.3 KB
index.html	5.6 KB
/Part 16-Module 01-Lesson 04_Machine Learning Pipelines/
01. 01 Intro V1 V3-Zl_es7xtSqk.en.vtt	0.8 KB
01. 01 Intro V1 V3-Zl_es7xtSqk.mp4	3.0 MB
01. 01 Intro V1 V3-Zl_es7xtSqk.pt-BR.vtt	1.1 KB
01. Introduction.html	7.5 KB
02. Corporate Messaging Case Study-xnDsUsrF884.en.vtt	2.6 KB
02. Corporate Messaging Case Study-xnDsUsrF884.mp4	4.9 MB
02. Corporate Messaging Case Study-xnDsUsrF884.pt-BR.vtt	3.1 KB
02. Corporate Messaging Case Study.html	7.8 KB
03. Case Study Clean and Tokenize.html	7.7 KB
04. Solution Clean and Tokenize.html	9.3 KB
05. Machine Learning Workflow-0nA6oTIlwaA.en.vtt	0.9 KB
05. Machine Learning Workflow-0nA6oTIlwaA.mp4	1.3 MB
05. Machine Learning Workflow-0nA6oTIlwaA.pt-BR.vtt	1.0 KB
05. Machine Learning Workflow.html	7.3 KB
06. Case Study Machine Learning Workflow.html	7.7 KB
07. Solution Machine Learning Workflow.html	9.2 KB
08. Using Pipeline.html	12.0 KB
08. Using Pipelines-mxFrS8qpZ6Y.en.vtt	4.5 KB
08. Using Pipelines-mxFrS8qpZ6Y.mp4	6.0 MB
08. Using Pipelines-mxFrS8qpZ6Y.pt-BR.vtt	4.9 KB
09. 08 1 Advantages Of Using Pipeline V1 V2-ASYcx911E2Q.en.vtt	1.6 KB
09. 08 1 Advantages Of Using Pipeline V1 V2-ASYcx911E2Q.mp4	5.7 MB
09. 08 1 Advantages Of Using Pipeline V1 V2-ASYcx911E2Q.pt-BR.vtt	2.0 KB
09. 08 2 Advantages Of Using Pipelines V1 V2-eT1MS3n8fZ8.en.vtt	2.1 KB
09. 08 2 Advantages Of Using Pipelines V1 V2-eT1MS3n8fZ8.mp4	7.4 MB
09. 08 2 Advantages Of Using Pipelines V1 V2-eT1MS3n8fZ8.pt-BR.vtt	2.5 KB
09. Advantages of Using Pipeline.html	10.5 KB
10. Case Study Build Pipeline.html	7.7 KB
11. Solution Build Pipeline.html	9.1 KB
12. 12 Pipelines And Feature Unions V1 V3-zduxy0g23L0.en.vtt	1.8 KB
12. 12 Pipelines And Feature Unions V1 V3-zduxy0g23L0.mp4	3.2 MB
12. 12 Pipelines And Feature Unions V1 V3-zduxy0g23L0.pt-BR.vtt	2.1 KB
12. Pipelines and Feature Unions.html	8.0 KB
13. Using Feature Union.html	12.3 KB
13. Using Feature Unions-QmE6CMGar1U.en.vtt	3.5 KB
13. Using Feature Unions-QmE6CMGar1U.mp4	4.8 MB
13. Using Feature Unions-QmE6CMGar1U.pt-BR.vtt	3.9 KB
14. Case Study Add Feature Union.html	7.7 KB
15. Solution Add Feature Union.html	9.4 KB
16. Creating Custom Transformers-TBxUCQdXRjY.en.vtt	2.5 KB
16. Creating Custom Transformers-TBxUCQdXRjY.mp4	3.7 MB
16. Creating Custom Transformers-TBxUCQdXRjY.pt-BR.vtt	2.9 KB
16. Creating Custom Transformers.html	11.3 KB
17. Case Study Create Custom Transformer.html	7.7 KB
18. Solution Create Custom Transformer.html	10.0 KB
19. 15 Pipelines And Grid Search V1 V3-HZaOiSxJjCY.en.vtt	1.6 KB
19. 15 Pipelines And Grid Search V1 V3-HZaOiSxJjCY.mp4	6.0 MB
19. 15 Pipelines And Grid Search V1 V3-HZaOiSxJjCY.pt-BR.vtt	2.1 KB
19. Pipelines and Grid Search.html	8.4 KB
20. Using Grid Search with Pipelines.html	10.9 KB
20. Using Grid Search-iTL43Jk9_bQ.en.vtt	3.4 KB
20. Using Grid Search-iTL43Jk9_bQ.mp4	3.2 MB
20. Using Grid Search-iTL43Jk9_bQ.pt-BR.vtt	3.9 KB
21. Case Study Grid Search Pipeline.html	7.7 KB
22. Solution Grid Search Pipeline.html	10.8 KB
23. 24 Conclusion V1 V2-Jq6pj_uKDmY.en.vtt	0.9 KB
23. 24 Conclusion V1 V2-Jq6pj_uKDmY.mp4	3.4 MB
23. 24 Conclusion V1 V2-Jq6pj_uKDmY.pt-BR.vtt	1.1 KB
23. Conclusion.html	7.2 KB
index.html	5.5 KB
/Part 16-Module 02-Lesson 01_Project Disaster Response Pipeline/
01. Figure 8 Project-QbLVh5GTuJQ.en.vtt	4.4 KB
01. Figure 8 Project-QbLVh5GTuJQ.mp4	14.3 MB
01. Figure 8 Project-QbLVh5GTuJQ.pt-BR.vtt	4.5 KB
01. Project Introduction.html	5.4 KB
02. Disaster Relief Project Preview-DuwYAjqGM3E.en.vtt	1.7 KB
02. Disaster Relief Project Preview-DuwYAjqGM3E.mp4	5.6 MB
02. Disaster Relief Project Preview-DuwYAjqGM3E.pt-BR.vtt	2.2 KB
02. Project Overview.html	9.0 KB
03. Project Details.html	12.0 KB
04. Project Workspace - ETL.html	5.9 KB
05. Project Workspace - ML Pipeline.html	5.9 KB
06. Project Workspace IDE.html	6.0 KB
Project Description - Disaster Response Pipelines.html	6.0 KB
Project Rubric - Disaster Response Pipelines.html	11.4 KB
index.html	4.2 KB
/img/
disaster-response-project1.png	76.5 KB
disaster-response-project2.png	89.0 KB
screen-shot-2018-02-21-at-8.05.18-pm.png	144.8 KB
/Part 16-Module 03-Lesson 01_Strengthen Your Online Presence Using LinkedIn/
01. Get Opportunities with LinkedIn.html	10.5 KB
01. Why Network-exjEm9Paszk.ar.vtt	5.3 KB
01. Why Network-exjEm9Paszk.en.vtt	3.5 KB
01. Why Network-exjEm9Paszk.es-MX.vtt	3.3 KB
01. Why Network-exjEm9Paszk.mp4	18.2 MB
01. Why Network-exjEm9Paszk.pt-BR.vtt	3.3 KB
01. Why Network-exjEm9Paszk.zh-CN.vtt	3.4 KB
02. Meet Chris-0ccflD9x5WU.ar.vtt	6.5 KB
02. Meet Chris-0ccflD9x5WU.en.vtt	5.0 KB
02. Meet Chris-0ccflD9x5WU.es-MX.vtt	4.6 KB
02. Meet Chris-0ccflD9x5WU.mp4	34.1 MB
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt	4.6 KB
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt	4.5 KB
02. Use Your Story to Stand Out.html	7.9 KB
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt	5.3 KB
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt	3.6 KB
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt	3.6 KB
03. Elevator Pitch-S-nAHPrkQrQ.mp4	21.6 MB
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt	3.6 KB
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt	3.5 KB
03. Why Use an Elevator Pitch.html	6.5 KB
04. Create Your Elevator Pitch.html	7.5 KB
04. Elevator Pitch-0QtgTG49E9I.ar.vtt	2.3 KB
04. Elevator Pitch-0QtgTG49E9I.en.vtt	2.1 KB
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt	2.0 KB
04. Elevator Pitch-0QtgTG49E9I.mp4	10.5 MB
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt	2.0 KB
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt	2.0 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt	2.2 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt	2.0 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt	1.5 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4	9.4 MB
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt	1.4 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt	1.8 KB
05. Use Your Elevator Pitch on LinkedIn.html	9.0 KB
06. Create Your Profile With SEO In Mind.html	8.7 KB
07. Profile Essentials.html	10.5 KB
08. Work Experiences Accomplishments.html	9.0 KB
09. Build and Strengthen Your Network.html	9.9 KB
10. Reaching Out on LinkedIn.html	8.6 KB
11. Boost Your Visibility.html	7.9 KB
12. Up Next.html	7.4 KB
Project Description - Improve Your LinkedIn Profile.html	7.4 KB
Project Rubric - Improve Your LinkedIn Profile.html	15.9 KB
index.html	4.8 KB
/img/
profile-pics.jpg	609.9 KB
redacted-linkedinresults.png	236.3 KB
screen-shot-2018-02-23-at-5.00.25-pm.png	772.4 KB
screen-shot-2018-02-23-at-5.11.40-pm.png	205.5 KB
screen-shot-2018-09-21-at-11.36.43-am.png	1.8 MB
screen-shot-2018-09-21-at-12.02.03-pm.png	57.5 KB
speaking.png	17.5 KB
/media/
unnamed-project-desc-0.gif	96.8 KB
unnamed-project-desc-1.gif	19.6 KB
/Part 17-Module 01-Lesson 01_Intro to Experiment Design and Recommendation Engines/
01. C4 Intro-gXlqR86h0yI.en.vtt	2.5 KB
01. C4 Intro-gXlqR86h0yI.mp4	9.1 MB
01. C4 Intro-gXlqR86h0yI.pt-BR.vtt	2.8 KB
01. Intro to Experiment Design and Recommendation Engines.html	5.1 KB
02. Course Syllabus.html	7.4 KB
03. Dan Frank Interview-Me-KRvZW1QQ.mp4	27.4 MB
03. Dan Frank Interview-Me-KRvZW1QQ.pt-BR.vtt	5.5 KB
03. Interview Dan [Coinbase].html	5.0 KB
04. Experimental Design Insights With Richard Sharp-XDBw2nfOrsU.en.vtt	4.6 KB
04. Experimental Design Insights With Richard Sharp-XDBw2nfOrsU.mp4	19.8 MB
04. Experimental Design Insights With Richard Sharp-XDBw2nfOrsU.pt-BR.vtt	4.8 KB
04. Interview Richard [Starbucks].html	5.2 KB
05. Lesson Outro.html	5.0 KB
05. Outro-dVrYQ7o8a-k.en.vtt	0.5 KB
05. Outro-dVrYQ7o8a-k.mp4	1.3 MB
05. Outro-dVrYQ7o8a-k.pt-BR.vtt	0.4 KB
index.html	3.9 KB
/Part 17-Module 02-Lesson 01_Concepts in Experiment Design/
01. Introduction-RVcFzwBXI2M.en.vtt	3.3 KB
01. Introduction-RVcFzwBXI2M.mp4	6.7 MB
01. Introduction-RVcFzwBXI2M.pt-BR.vtt	3.5 KB
01. Lesson Introduction.html	5.7 KB
02. What Is An Experiment Pt 2-PYzN1usi7QY.en.vtt	4.3 KB
02. What Is An Experiment Pt 2-PYzN1usi7QY.mp4	7.1 MB
02. What Is An Experiment Pt 2-PYzN1usi7QY.pt-BR.vtt	4.4 KB
02. What Is An Experiment-fH_xF5_SDCE.en.vtt	2.5 KB
02. What Is An Experiment-fH_xF5_SDCE.mp4	3.0 MB
02. What Is An Experiment-fH_xF5_SDCE.pt-BR.vtt	2.7 KB
02. What is an Experiment.html	18.9 KB
03. Types Of Experiments-7ihDj4M7EiU.en.vtt	5.1 KB
03. Types Of Experiments-7ihDj4M7EiU.mp4	7.9 MB
03. Types Of Experiments-7ihDj4M7EiU.pt-BR.vtt	5.4 KB
03. Types of Experiment.html	9.4 KB
04. Types Of Sampling-GF_eQqNoarI.en.vtt	3.1 KB
04. Types Of Sampling-GF_eQqNoarI.mp4	3.5 MB
04. Types Of Sampling-GF_eQqNoarI.pt-BR.vtt	3.3 KB
04. Types of Sampling.html	10.7 KB
05. Measuring Outcomes Pt 1-HPmMEkbT2uE.en.vtt	1.0 KB
05. Measuring Outcomes Pt 1-HPmMEkbT2uE.mp4	1.7 MB
05. Measuring Outcomes Pt 1-HPmMEkbT2uE.pt-BR.vtt	1.1 KB
05. Measuring Outcomes Pt 2-yLdXcRXcfPw.en.vtt	2.9 KB
05. Measuring Outcomes Pt 2-yLdXcRXcfPw.mp4	5.4 MB
05. Measuring Outcomes Pt 2-yLdXcRXcfPw.pt-BR.vtt	3.4 KB
05. Measuring Outcomes.html	12.3 KB
06. Creating Metrics-__7tzDUY870.en.vtt	4.2 KB
06. Creating Metrics-__7tzDUY870.mp4	5.8 MB
06. Creating Metrics-__7tzDUY870.pt-BR.vtt	4.8 KB
06. Creating Metrics.html	11.9 KB
07. Controlling Variables-pLTneSg2MRY.en.vtt	2.4 KB
07. Controlling Variables-pLTneSg2MRY.mp4	4.9 MB
07. Controlling Variables-pLTneSg2MRY.pt-BR.vtt	2.6 KB
07. Controlling Variables.html	7.8 KB
08. Checking Validity-H3H1SZXqDmQ.en.vtt	3.1 KB
08. Checking Validity-H3H1SZXqDmQ.mp4	4.9 MB
08. Checking Validity-H3H1SZXqDmQ.pt-BR.vtt	3.4 KB
08. Checking Validity.html	8.0 KB
09. Checking Bias-ppjNNY4DhPw.en.vtt	4.6 KB
09. Checking Bias-ppjNNY4DhPw.mp4	6.1 MB
09. Checking Bias-ppjNNY4DhPw.pt-BR.vtt	4.9 KB
09. Checking Bias.html	11.1 KB
10. Ethics In Experimentation Pt 2-0qcJ_oggdKw.en.vtt	1.6 KB
10. Ethics In Experimentation Pt 2-0qcJ_oggdKw.mp4	4.8 MB
10. Ethics In Experimentation Pt 2-0qcJ_oggdKw.pt-BR.vtt	1.8 KB
10. Ethics In Experimentation Pt1-cWB1jQgcQ1g.en.vtt	2.2 KB
10. Ethics In Experimentation Pt1-cWB1jQgcQ1g.mp4	5.0 MB
10. Ethics In Experimentation Pt1-cWB1jQgcQ1g.pt-BR.vtt	2.3 KB
10. Ethics In Experimentation Pt3-_HTolKktaC4.en.vtt	2.5 KB
10. Ethics In Experimentation Pt3-_HTolKktaC4.mp4	8.2 MB
10. Ethics In Experimentation Pt3-_HTolKktaC4.pt-BR.vtt	2.8 KB
10. Ethics in Experimentation.html	15.6 KB
11. A SMART Mnemonic for Experiment Design.html	7.0 KB
11. SMART Mnemonic-B0Bnxyu2aKM.en.vtt	1.6 KB
11. SMART Mnemonic-B0Bnxyu2aKM.mp4	4.8 MB
11. SMART Mnemonic-B0Bnxyu2aKM.pt-BR.vtt	1.7 KB
12. Conclusions-yMRRXDKb428.en.vtt	1.8 KB
12. Conclusions-yMRRXDKb428.mp4	5.4 MB
12. Conclusions-yMRRXDKb428.pt-BR.vtt	1.9 KB
12. Lesson Conclusion.html	5.9 KB
index.html	4.4 KB
/Part 17-Module 02-Lesson 02_Statistical Considerations in Testing/
01. Intro-EBGMcpWe8-U.en.vtt	1.9 KB
01. Intro-EBGMcpWe8-U.mp4	5.8 MB
01. Intro-EBGMcpWe8-U.pt-BR.vtt	1.9 KB
01. Lesson Introduction.html	6.1 KB
02. Practice Statistical Significance.html	8.0 KB
03. Statistical Significance - Solution.html	6.7 KB
04. Practical Significance-eJ3idt3AJ7E.en.vtt	1.7 KB
04. Practical Significance-eJ3idt3AJ7E.mp4	3.4 MB
04. Practical Significance-eJ3idt3AJ7E.pt-BR.vtt	1.7 KB
04. Practical Significance.html	11.0 KB
05. Experiment Size-sImRm8e01jA.en.vtt	4.1 KB
05. Experiment Size-sImRm8e01jA.mp4	6.4 MB
05. Experiment Size-sImRm8e01jA.pt-BR.vtt	4.4 KB
05. Experiment Size.html	8.7 KB
06. Experiment Size - Solution.html	6.7 KB
07. Using Dummy Tests-rURTLjh3Hlc.en.vtt	3.3 KB
07. Using Dummy Tests-rURTLjh3Hlc.mp4	6.3 MB
07. Using Dummy Tests-rURTLjh3Hlc.pt-BR.vtt	3.6 KB
07. Using Dummy Tests.html	8.1 KB
08. Non-Parametric Tests Part I.html	6.7 KB
09. Non-Parametric Tests Part I - Solution.html	6.7 KB
10. Non-Parametric Tests Part II.html	6.7 KB
11. Non-Parametric Tests Part II - Solution.html	6.7 KB
12. Analyzing Multiple Metrics Pt 1-SNFHYbJvlZU.en.vtt	1.3 KB
12. Analyzing Multiple Metrics Pt 1-SNFHYbJvlZU.mp4	2.0 MB
12. Analyzing Multiple Metrics Pt 1-SNFHYbJvlZU.pt-BR.vtt	1.4 KB
12. Analyzing Multiple Metrics Pt 2-x7foG7murvU.en.vtt	1.9 KB
12. Analyzing Multiple Metrics Pt 2-x7foG7murvU.mp4	2.2 MB
12. Analyzing Multiple Metrics Pt 2-x7foG7murvU.pt-BR.vtt	2.0 KB
12. Analyzing Multiple Metrics.html	12.2 KB
13. Early Stopping-taIJZMNwRsI.en.vtt	2.5 KB
13. Early Stopping-taIJZMNwRsI.mp4	5.4 MB
13. Early Stopping-taIJZMNwRsI.pt-BR.vtt	2.5 KB
13. Early Stopping.html	8.7 KB
14. Early Stopping - Solution.html	6.7 KB
15. Conclusions-3IFF1GzUq0Y.en.vtt	1.5 KB
15. Conclusions-3IFF1GzUq0Y.mp4	4.2 MB
15. Conclusions-3IFF1GzUq0Y.pt-BR.vtt	1.6 KB
15. Lesson Conclusion.html	6.1 KB
index.html	4.8 KB
/img/
c03-practicalsignificance-01.png	1.8 KB
c03-practicalsignificance-02.png	2.1 KB
c03-practicalsignificance-03.png	2.3 KB
c08-multimetrics-01.png	17.4 KB
c08-multimetrics-02.png	14.0 KB
/Part 17-Module 02-Lesson 03_AB Testing Case Study/
01. Intro-28mN6RvGXDM.en.vtt	1.0 KB
01. Intro-28mN6RvGXDM.mp4	2.7 MB
01. Intro-28mN6RvGXDM.pt-BR.vtt	1.0 KB
01. Lesson Introduction.html	5.9 KB
02. Scenario Description.html	7.2 KB
03. Building a Funnel.html	9.0 KB
04. Building a Funnel - Discussion.html	7.7 KB
05. Deciding on Metrics - Part I.html	8.4 KB
06. Deciding on Metrics - Part II.html	19.4 KB
07. Deciding on Metrics - Discussion.html	8.5 KB
08. Experiment Sizing.html	8.2 KB
09. Experiment Sizing - Discussion.html	8.7 KB
10. Validity, Bias, and Ethics - Discussion.html	8.2 KB
11. Analyze Data.html	9.9 KB
12. Draw Conclusions.html	7.4 KB
13. Draw Conclusions - Discussion.html	7.0 KB
14. Conclusion-2G6x3oQnjy4.en.vtt	0.9 KB
14. Conclusion-2G6x3oQnjy4.mp4	2.4 MB
14. Conclusion-2G6x3oQnjy4.pt-BR.vtt	0.9 KB
14. Lesson Conclusion.html	6.0 KB
index.html	4.6 KB
/Part 17-Module 02-Lesson 04_Portfolio Exercise Starbucks/
01. Introduction.html	5.1 KB
01. Starbucks Lab-QPKRboscAf4.en.vtt	3.3 KB
01. Starbucks Lab-QPKRboscAf4.mp4	17.0 MB
01. Starbucks Lab-QPKRboscAf4.pt-BR.vtt	3.1 KB
02. Overview.html	8.7 KB
03. Workspace.html	5.2 KB
index.html	3.6 KB
/media/
New-Starbucks-Logo-1200x969.jpg	91.2 KB
/Part 17-Module 03-Lesson 01_Introduction to Recommendation Engines/
01. Intro-svCesgAQ46Q.en.vtt	1.1 KB
01. Intro-svCesgAQ46Q.mp4	3.4 MB
01. Intro-svCesgAQ46Q.pt-BR.vtt	1.2 KB
01. Video Intro.html	9.2 KB
02. Identifying Recommendation Engines-KwegrgvV-V4.en.vtt	0.8 KB
02. Identifying Recommendation Engines-KwegrgvV-V4.mp4	3.6 MB
02. Identifying Recommendation Engines-KwegrgvV-V4.pt-BR.vtt	1.1 KB
02. Video + Text Example Recommendation Engines.html	10.1 KB
03. Text What's Ahead.html	9.8 KB
04. Intro To MovieTweetings-cuXvLIkq_W8.en.vtt	0.7 KB
04. Intro To MovieTweetings-cuXvLIkq_W8.mp4	2.3 MB
04. Intro To MovieTweetings-cuXvLIkq_W8.pt-BR.vtt	0.9 KB
04. Video Introduction to MovieTweetings.html	9.2 KB
05. Notebook MovieTweeting Data.html	8.9 KB
06. Recommendations 1 6 0950 V1-yrNZ0sQwNcs.en.vtt	5.7 KB
06. Recommendations 1 6 0950 V1-yrNZ0sQwNcs.mp4	9.3 MB
06. Recommendations 1 6 11123244 V1-QlILlYuWF9U.en.vtt	12.2 KB
06. Recommendations 1 6 11123244 V1-QlILlYuWF9U.mp4	18.8 MB
06. Screencast Solution MovieTweeting Data .html	9.3 KB
07. Knowledge Based Recommendations-C_vU1tjQHZI.en.vtt	2.2 KB
07. Knowledge Based Recommendations-C_vU1tjQHZI.mp4	2.8 MB
07. Knowledge Based Recommendations-C_vU1tjQHZI.pt-BR.vtt	2.5 KB
07. Video Ways to Recommend Knowledge Based.html	9.8 KB
08. Notebook Knowledge Based.html	8.9 KB
09. Recommendations 1 9 03362 V1-MwRSg5RASoc.en.vtt	13.8 KB
09. Recommendations 1 9 03362 V1-MwRSg5RASoc.mp4	21.1 MB
09. Recommendations 1 9 33514421 V1-TCaeEdrbYRc.en.vtt	7.7 KB
09. Recommendations 1 9 33514421 V1-TCaeEdrbYRc.mp4	13.2 MB
09. Screencast Solution Knowledge Based.html	9.4 KB
10. More Personalized Recommendations-9l8mi7i6iW4.en.vtt	2.1 KB
10. More Personalized Recommendations-9l8mi7i6iW4.mp4	7.2 MB
10. More Personalized Recommendations-9l8mi7i6iW4.pt-BR.vtt	2.4 KB
10. Video More Personalized Recommendations.html	9.2 KB
11. Intro To Collab Filtering-wGq7dUgJpsc.en.vtt	1.0 KB
11. Intro To Collab Filtering-wGq7dUgJpsc.mp4	1.4 MB
11. Intro To Collab Filtering-wGq7dUgJpsc.pt-BR.vtt	1.2 KB
11. Video Ways to Recommend Collaborative Filtering.html	8.5 KB
12. Types Of Collaborative Filtering-fZhkWHHP6SM.en.vtt	1.8 KB
12. Types Of Collaborative Filtering-fZhkWHHP6SM.mp4	4.1 MB
12. Types Of Collaborative Filtering-fZhkWHHP6SM.pt-BR.vtt	2.0 KB
12. Video + Quiz Collaborative Filtering Content Based Recs.html	11.7 KB
13. Measuring SImilarity-G_Y6IPmp7Xs.en.vtt	3.1 KB
13. Measuring SImilarity-G_Y6IPmp7Xs.mp4	5.1 MB
13. Measuring SImilarity-G_Y6IPmp7Xs.pt-BR.vtt	3.5 KB
13. Video + Text Measuring Similarity.html	9.5 KB
14. Notebook Measuring Similarity.html	8.9 KB
15. Recommendations 1 14 012725 V1-Y1dN-mB39rM.en.vtt	7.0 KB
15. Recommendations 1 14 012725 V1-Y1dN-mB39rM.mp4	9.2 MB
15. Recommendations 1 14 10131720 V1-DWHYK0XSI70.en.vtt	6.5 KB
15. Recommendations 1 14 10131720 V1-DWHYK0XSI70.mp4	9.7 MB
15. Recommendations 1 14 7251010 V1-sVZ5S1nnRf8.en.vtt	3.6 KB
15. Recommendations 1 14 7251010 V1-sVZ5S1nnRf8.mp4	5.2 MB
15. Screencast Solution Measuring Similarity.html	9.9 KB
16. Identifying Recommendations-P60qvS_OTMg.en.vtt	2.4 KB
16. Identifying Recommendations-P60qvS_OTMg.mp4	6.2 MB
16. Identifying Recommendations-P60qvS_OTMg.pt-BR.vtt	2.6 KB
16. Video Identifying Recommendations.html	10.0 KB
17. Notebook Collaborative Filtering.html	8.9 KB
18. Recommendations 1 17a 0422 V1-J4MOXJhMGGA.en.vtt	4.3 KB
18. Recommendations 1 17a 0422 V1-J4MOXJhMGGA.mp4	6.7 MB
18. Recommendations 1 17a 23313044 V1-pcaaBWbe34Y.mp4	8.2 MB
18. Recommendations 1 17a 4422330 V1-DJfwhP_vvh4.mp4	8.8 MB
18. Recommendations 1 17b 15022032 V1-N9ytffw5AMg.mp4	8.3 MB
18. Recommendations 1 17b 5451216 V1-lf2Q0AE5esk.mp4	7.6 MB
18. Screencast Solution Collaborative Filtering.html	10.5 KB
19. Recommendations 1 17b 20332637 V1-UnDocJ9VUec.en.vtt	5.8 KB
19. Recommendations 1 17b 20332637 V1-UnDocJ9VUec.mp4	9.1 MB
19. Recommendations 1 17b 26423140 V1-uNQHtPrfi4o.mp4	6.0 MB
19. Recommendations 1 17b 31423505 V1-A0uOjClDnW8.mp4	6.8 MB
19. Recommendations 1 17b 36044330 V1-b5gFe8Ij-g0.mp4	9.4 MB
19. Screencast Solutions for Collaborative Filtering.html	10.1 KB
20. Content Based Recommendations-pnGHpB77Mys.en.vtt	2.1 KB
20. Content Based Recommendations-pnGHpB77Mys.mp4	4.9 MB
20. Content Based Recommendations-pnGHpB77Mys.pt-BR.vtt	2.3 KB
20. Video Ways to Recommend Content Based.html	10.0 KB
21. Notebook Content Based.html	8.9 KB
22. Recommendations 1 20 0425 V1-vPpX7ITgb3g.en.vtt	3.9 KB
22. Recommendations 1 20 0425 V1-vPpX7ITgb3g.mp4	5.8 MB
22. Recommendations 1 20 10491855 V1-BafXxtTuZgQ.mp4	8.5 MB
22. Recommendations 1 20 10491855 V2-pjoxB00grHw.en.vtt	5.1 KB
22. Recommendations 1 20 10491855 V2-pjoxB00grHw.mp4	9.0 MB
22. Recommendations 1 20 4271048 V1-2On65U7Panw.en.vtt	4.2 KB
22. Recommendations 1 20 4271048 V1-2On65U7Panw.mp4	7.4 MB
22. Screencast Solution Content Based.html	10.1 KB
23. Types Of Recommendations-uoXF81AO21E.en.vtt	2.6 KB
23. Types Of Recommendations-uoXF81AO21E.mp4	5.0 MB
23. Types Of Recommendations-uoXF81AO21E.pt-BR.vtt	2.9 KB
23. Video Three Types of Recommendation Systems.html	8.5 KB
24. Text More Recommendation Technniques.html	12.3 KB
25. Quiz Recommendation Methods.html	12.0 KB
26. Types Of Ratings-fMjqe4sxBlQ.en.vtt	2.3 KB
26. Types Of Ratings-fMjqe4sxBlQ.mp4	6.0 MB
26. Types Of Ratings-fMjqe4sxBlQ.pt-BR.vtt	2.2 KB
26. Video Types of Ratings.html	9.9 KB
27. Goals Of Recommendation Systems-WzelOlFeDmU.en.vtt	2.5 KB
27. Goals Of Recommendation Systems-WzelOlFeDmU.mp4	3.1 MB
27. Goals Of Recommendation Systems-WzelOlFeDmU.pt-BR.vtt	2.7 KB
27. Video Goals of Recommendation Systems.html	9.7 KB
28. Quiz Types of Ratings Goals of Recommendation Systems.html	11.0 KB
29. Conclusion-zX5jZH2y8d8.en.vtt	1.1 KB
29. Conclusion-zX5jZH2y8d8.mp4	3.7 MB
29. Conclusion-zX5jZH2y8d8.pt-BR.vtt	1.1 KB
29. Video Outro.html	8.4 KB
30. Text Recap.html	10.7 KB
index.html	6.7 KB
/img/
collage2.png	959.2 KB
new-pymk-925x1024.png	978.5 KB
screen-shot-2018-08-07-at-4.35.30-pm.png	225.6 KB
screen-shot-2018-08-07-at-6.02.41-pm.png	177.3 KB
screen-shot-2018-08-11-at-12.52.03-pm.png	156.3 KB
screen-shot-2018-08-11-at-12.52.21-pm.png	222.5 KB
screen-shot-2018-08-11-at-12.54.48-pm.png	101.0 KB
/Part 17-Module 03-Lesson 02_Matrix Factorization for Recommendations/
01. Lesson Introduction-rw3YaQ2CTNQ.mp4	3.2 MB
01. Video Intro.html	7.3 KB
02. Text What's Ahead.html	8.2 KB
03. How Do We Know Our Recs Are Good-D0H_fjJ35CU.en.vtt	3.2 KB
03. How Do We Know Our Recs Are Good-D0H_fjJ35CU.mp4	5.2 MB
03. How Do We Know Our Recs Are Good-D0H_fjJ35CU.pt-BR.vtt	3.4 KB
03. Video How Do We Know Our Recommendations Are Good.html	9.0 KB
04. Text Validating Your Recommendations.html	9.6 KB
05. Quiz Regression Metrics.html	12.6 KB
06. Video Why SVD.html	8.5 KB
06. Why SVD-WdW1-rRQrLk.en.vtt	2.2 KB
06. Why SVD-WdW1-rRQrLk.mp4	5.9 MB
06. Why SVD-WdW1-rRQrLk.pt-BR.vtt	2.3 KB
07. Latent Factors-jZz7tFEF2Dc.en.vtt	2.2 KB
07. Latent Factors-jZz7tFEF2Dc.mp4	3.1 MB
07. Latent Factors-jZz7tFEF2Dc.pt-BR.vtt	2.2 KB
07. Video Latent Factors.html	8.6 KB
08. Quiz Latent Factors.html	10.2 KB
09. SVD-t2XTuHq6-xc.en.vtt	6.8 KB
09. SVD-t2XTuHq6-xc.mp4	10.3 MB
09. SVD-t2XTuHq6-xc.pt-BR.vtt	6.9 KB
09. Video Singular Value Decomposition.html	12.4 KB
10. Notebook SVD Practice.html	8.1 KB
11. Recommendations 2 10 0424 V1-x-End5px36M.en.vtt	2.4 KB
11. Recommendations 2 10 0424 V1-x-End5px36M.mp4	3.7 MB
11. Recommendations 2 10 0424 V1-x-End5px36M.pt-BR.vtt	2.1 KB
11. Recommendations 2 10 14502145 V1-cvQngTUOWbM.en.vtt	5.5 KB
11. Recommendations 2 10 14502145 V1-cvQngTUOWbM.mp4	10.8 MB
11. Recommendations 2 10 14502145 V1-cvQngTUOWbM.pt-BR.vtt	4.7 KB
11. Recommendations 2 10 4321430 V1-zVGhBQNgbc4.en.vtt	7.3 KB
11. Recommendations 2 10 4321430 V1-zVGhBQNgbc4.mp4	11.1 MB
11. Recommendations 2 10 4321430 V1-zVGhBQNgbc4.pt-BR.vtt	6.0 KB
11. Screencast SVD Practice Solution.html	9.3 KB
12. SVD Practice Takeaways-2er0HUDum7k.en.vtt	2.4 KB
12. SVD Practice Takeaways-2er0HUDum7k.mp4	4.2 MB
12. SVD Practice Takeaways-2er0HUDum7k.pt-BR.vtt	2.7 KB
12. Video SVD Practice Takeaways.html	8.2 KB
13. Text SVD Closed Form Solution.html	12.0 KB
14. 14 Funk SVD-H8gdwXy_npI.en.vtt	6.7 KB
14. 14 Funk SVD-H8gdwXy_npI.mp4	11.2 MB
14. 14 Funk SVD-H8gdwXy_npI.pt-BR.vtt	7.3 KB
14. Video FunkSVD.html	12.2 KB
15. Notebook Implementing FunkSVD.html	8.1 KB
16. Recommendations 2 16 1051320 V1-_4N6h82szWo.en.vtt	11.2 KB
16. Recommendations 2 16 1051320 V1-_4N6h82szWo.mp4	19.8 MB
16. Recommendations 2 16 1051320 V1-_4N6h82szWo.pt-BR.vtt	10.4 KB
16. Recommendations 2 16 23242831 V1-WqNi0B_oRuA.en.vtt	5.0 KB
16. Recommendations 2 16 23242831 V1-WqNi0B_oRuA.mp4	7.5 MB
16. Recommendations 2 16 23242831 V1-WqNi0B_oRuA.pt-BR.vtt	5.1 KB
16. Screencast Implementing FunkSVD.html	8.7 KB
17. Funk SVD Review-nc3GMIrISHE.en.vtt	0.7 KB
17. Funk SVD Review-nc3GMIrISHE.mp4	1.9 MB
17. Funk SVD Review-nc3GMIrISHE.pt-BR.vtt	0.7 KB
17. Video FunkSVD Review.html	7.5 KB
18. Notebook How Are We Doing.html	8.1 KB
19. Recommendations 2 18 0435 V1-oRhrOShUM6w.en.vtt	3.8 KB
19. Recommendations 2 18 0435 V1-oRhrOShUM6w.mp4	5.2 MB
19. Recommendations 2 18 0435 V1-oRhrOShUM6w.pt-BR.vtt	3.5 KB
19. Recommendations 2 18 11442204 V1-8kdRNQnqSGA.mp4	13.7 MB
19. Recommendations 2 18 11442204 V1-8kdRNQnqSGA.pt-BR.vtt	5.1 KB
19. Recommendations 2 18 4381128 V1-B6bELCg6gMs.en.vtt	6.1 KB
19. Recommendations 2 18 4381128 V1-B6bELCg6gMs.mp4	8.9 MB
19. Recommendations 2 18 4381128 V1-B6bELCg6gMs.pt-BR.vtt	5.8 KB
19. Screencast How Are We Doing.html	9.1 KB
20. The Cold Start Problem-DNz7aywJVzA.en.vtt	2.0 KB
20. The Cold Start Problem-DNz7aywJVzA.mp4	6.0 MB
20. The Cold Start Problem-DNz7aywJVzA.pt-BR.vtt	2.2 KB
20. Video The Cold Start Problem.html	8.2 KB
21. Notebook The Cold Start Problem.html	8.1 KB
22. Recommendations 2 21a 01725 V1-UFmfDAiaOmw.en.vtt	12.5 KB
22. Recommendations 2 21a 01725 V1-UFmfDAiaOmw.mp4	17.8 MB
22. Recommendations 2 21a 01725 V1-UFmfDAiaOmw.pt-BR.vtt	11.5 KB
22. Recommendations 2 21a 18003113 V1-2M-WX2X2ts4.en.vtt	10.1 KB
22. Recommendations 2 21a 18003113 V1-2M-WX2X2ts4.mp4	13.4 MB
22. Recommendations 2 21a 18003113 V1-2M-WX2X2ts4.pt-BR.vtt	8.9 KB
22. Screencast The Cold Start Problem.html	8.5 KB
23. Putting It All Together-r5jfD2uKnbQ.en.vtt	1.9 KB
23. Putting It All Together-r5jfD2uKnbQ.mp4	5.6 MB
23. Putting It All Together-r5jfD2uKnbQ.pt-BR.vtt	2.1 KB
23. Video Putting It All Together.html	7.6 KB
24. Recommendations 2 25 V1-zgz5WYlI5fE.en.vtt	8.9 KB
24. Recommendations 2 25 V1-zgz5WYlI5fE.mp4	11.0 MB
24. Recommendations 2 25 V1-zgz5WYlI5fE.pt-BR.vtt	8.7 KB
24. Screencast Code Walkthrough.html	7.6 KB
25. Workspace Recommender Module.html	8.1 KB
26. Conclusion-R5-OYqKk9Ys.en.vtt	2.0 KB
26. Conclusion-R5-OYqKk9Ys.mp4	4.8 MB
26. Conclusion-R5-OYqKk9Ys.pt-BR.vtt	2.2 KB
26. Video Conclusion.html	7.5 KB
27. Text Review.html	10.4 KB
index.html	5.9 KB
/img/
screen-shot-2018-09-13-at-6.32.03-pm.png	246.0 KB
screen-shot-2018-09-14-at-10.11.13-am.png	242.6 KB
screen-shot-2018-09-14-at-10.16.10-am.png	253.6 KB
screen-shot-2018-09-14-at-2.25.01-pm.png	81.2 KB
/Part 17-Module 04-Lesson 01_Recommendation Engines/
01. IBM Project Overview-XP_f64c07Gc.en.vtt	3.7 KB
01. IBM Project Overview-XP_f64c07Gc.mp4	14.2 MB
01. IBM Project Overview-XP_f64c07Gc.pt-BR.vtt	3.6 KB
01. Project Introduction.html	5.0 KB
02. Project Details.html	9.1 KB
03. Project Workspace.html	5.5 KB
Project Description - Recommendations with IBM.html	7.0 KB
Project Rubric - Recommendations with IBM.html	11.0 KB
index.html	3.8 KB
/img/
screen-shot-2018-09-17-at-3.40.30-pm.png	145.0 KB
/Part 17-Module 05-Lesson 01_Upcoming Lesson/
01. Final Project Release.html	4.8 KB
index.html	3.5 KB
/img/
congrats.jpg	118.6 KB
/
[CourseClub.NET].url	0.1 KB
[DesireCourse.Com].url	0.1 KB
index.html	406.2 KB
/assets/css/
bootstrap.min.css	140.9 KB
jquery.mCustomScrollbar.min.css	42.8 KB
katex.min.css	22.1 KB
plyr.css	24.2 KB
styles.css	3.9 KB
/assets/css/fonts/
KaTeX_AMS-Regular.ttf	71.4 KB
KaTeX_AMS-Regular.woff	40.2 KB
KaTeX_AMS-Regular.woff2	33.2 KB
KaTeX_Caligraphic-Bold.ttf	19.6 KB
KaTeX_Caligraphic-Bold.woff	12.1 KB
KaTeX_Caligraphic-Bold.woff2	10.6 KB
KaTeX_Caligraphic-Regular.ttf	19.0 KB
KaTeX_Caligraphic-Regular.woff	11.9 KB
KaTeX_Caligraphic-Regular.woff2	10.4 KB
KaTeX_Fraktur-Bold.ttf	36.0 KB
KaTeX_Fraktur-Bold.woff	23.4 KB
KaTeX_Fraktur-Bold.woff2	20.5 KB
KaTeX_Fraktur-Regular.ttf	34.7 KB
KaTeX_Fraktur-Regular.woff	22.8 KB
KaTeX_Fraktur-Regular.woff2	19.9 KB
KaTeX_Main-Bold.ttf	61.7 KB
KaTeX_Main-Bold.woff	36.8 KB
KaTeX_Main-Bold.woff2	30.6 KB
KaTeX_Main-BoldItalic.ttf	44.8 KB
KaTeX_Main-BoldItalic.woff	26.2 KB
KaTeX_Main-BoldItalic.woff2	22.2 KB
KaTeX_Main-Italic.ttf	48.0 KB
KaTeX_Main-Italic.woff	27.2 KB
KaTeX_Main-Italic.woff2	23.1 KB
KaTeX_Main-Regular.ttf	70.1 KB
KaTeX_Main-Regular.woff	39.4 KB
KaTeX_Main-Regular.woff2	32.9 KB
KaTeX_Math-BoldItalic.ttf	39.7 KB
KaTeX_Math-BoldItalic.woff	23.2 KB
KaTeX_Math-BoldItalic.woff2	20.0 KB
KaTeX_Math-Italic.ttf	41.4 KB
KaTeX_Math-Italic.woff	23.8 KB
KaTeX_Math-Italic.woff2	20.4 KB
KaTeX_SansSerif-Bold.ttf	34.0 KB
KaTeX_SansSerif-Bold.woff	19.2 KB
KaTeX_SansSerif-Bold.woff2	16.0 KB
KaTeX_SansSerif-Italic.ttf	31.3 KB
KaTeX_SansSerif-Italic.woff	18.1 KB
KaTeX_SansSerif-Italic.woff2	15.2 KB
KaTeX_SansSerif-Regular.ttf	30.2 KB
KaTeX_SansSerif-Regular.woff	16.8 KB
KaTeX_SansSerif-Regular.woff2	14.0 KB
KaTeX_Script-Regular.ttf	24.9 KB
KaTeX_Script-Regular.woff	13.9 KB
KaTeX_Script-Regular.woff2	12.3 KB
KaTeX_Size1-Regular.ttf	13.2 KB
KaTeX_Size1-Regular.woff	7.0 KB
KaTeX_Size1-Regular.woff2	5.8 KB
KaTeX_Size2-Regular.ttf	12.4 KB
KaTeX_Size2-Regular.woff	6.7 KB
KaTeX_Size2-Regular.woff2	5.6 KB
KaTeX_Size3-Regular.ttf	8.4 KB
KaTeX_Size3-Regular.woff	4.8 KB
KaTeX_Size3-Regular.woff2	3.9 KB
KaTeX_Size4-Regular.ttf	11.3 KB
KaTeX_Size4-Regular.woff	6.5 KB
KaTeX_Size4-Regular.woff2	5.2 KB
KaTeX_Typewriter-Regular.ttf	36.3 KB
KaTeX_Typewriter-Regular.woff	20.9 KB
KaTeX_Typewriter-Regular.woff2	17.5 KB
/assets/img/
udacimak.png	472.1 KB
/assets/js/
bootstrap.min.js	51.0 KB
jquery-3.3.1.min.js	86.9 KB
jquery.mCustomScrollbar.concat.min.js	45.5 KB
katex.min.js	236.8 KB
plyr.polyfilled.min.js	129.2 KB
Total files 8307