Udacity Deep Learning Foundation | F6A6B34AA797B708D719271EFF8CB720B5AA38B1

Udacity Deep Learning Foundation

Name	Udacity - Deep Learning Foundation	DOWNLOAD Copy Link
Total Size	6.0 GB
Total Files	3750
Last Seen	2024-11-06 23:37
Hash	F6A6B34AA797B708D719271EFF8CB720B5AA38B1

/.../Part 03-Module 02-Lesson 03_Q&A with FloydHub Founders/
01. Floyd QA-KUc59DPfBeo.mp4	226.1 MB
01. Floyd QA-KUc59DPfBeo.en-US.vtt	60.4 KB
01. Floyd QA-KUc59DPfBeo.pt-BR.vtt	49.6 KB
01. FloydHub QA.html	4.6 KB
index.html	3.6 KB
/
Visit Coursedrive.net.url	0.1 KB
Course Downloaded from coursedrive.net.txt	0.4 KB
/Udacity - Deep Learning Foundation v1.0.0/
Course Downloaded from coursedrive.net.txt	0.4 KB
index.html	226.0 KB
Visit Coursedrive.net.url	0.1 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
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/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
/img/
part-header-2.jpg	161.7 KB
/.../Part 01-Module 01-Lesson 01_Welcome/
01. Welcome to the Deep Learning Nanodegree Foundations.html	5.7 KB
01. Welcome-PdPdogFHnvE.en.vtt	2.4 KB
01. Welcome-PdPdogFHnvE.mp4	18.4 MB
01. Welcome-PdPdogFHnvE.pt-BR.vtt	2.0 KB
01. Welcome-PdPdogFHnvE.zh-CN.vtt	1.9 KB
02. Projects You Will Build .html	7.5 KB
02. Projects You Will Build-yDPuDuCMST8.en.vtt	2.7 KB
02. Projects You Will Build-yDPuDuCMST8.mp4	9.3 MB
03. Meet Your Instructors -EcP0U4720sA.en-US.vtt	2.1 KB
03. Meet Your Instructors -EcP0U4720sA.en.vtt	2.0 KB
03. Meet Your Instructors -EcP0U4720sA.mp4	14.0 MB
03. Meet Your Instructors -EcP0U4720sA.pt-BR.vtt	2.0 KB
03. Meet Your Instructors -EcP0U4720sA.zh-CN.vtt	2.0 KB
03. Meet Your Instructors.html	6.2 KB
04. The first week-krK-TcGoYUI.en-US.vtt	1.2 KB
04. The first week-krK-TcGoYUI.mp4	7.4 MB
04. The first week-krK-TcGoYUI.pt-BR.vtt	1.2 KB
04. The first week-krK-TcGoYUI.zh-CN.vtt	1.1 KB
04. The First Week.html	7.1 KB
05. Prerequisites.html	6.2 KB
06. Community Support.html	12.5 KB
07. Deadline Policy.html	16.6 KB
08. We Value Your Feedback-Dl23R0YCQ0U.en-US.vtt	1.0 KB
08. We Value Your Feedback-Dl23R0YCQ0U.mp4	7.2 MB
08. We Value Your Feedback-Dl23R0YCQ0U.pt-BR.vtt	1.0 KB
08. We Value Your Feedback-Dl23R0YCQ0U.zh-CN.vtt	0.9 KB
08. We Value Your Feedback.html	6.0 KB
09. Getting Set Up.html	6.0 KB
09. Getting-Setup-1SuxTnuQkeE.en.vtt	1.4 KB
09. Getting-Setup-1SuxTnuQkeE.mp4	6.9 MB
09. Getting-Setup-1SuxTnuQkeE.pt-BR.vtt	1.3 KB
09. Getting-Setup-1SuxTnuQkeE.zh-CN.vtt	1.3 KB
index.html	4.2 KB
/.../Part 01-Module 01-Lesson 01_Welcome/img/
review-example.png	371.5 KB
screen-shot-2017-01-26-at-2.51.02-pm.png	309.8 KB
screen-shot-2017-01-26-at-3.29.37-pm.png	398.3 KB
view.png	22.9 KB
/.../Part 01-Module 01-Lesson 02_Anaconda/
01. Instructor.html	5.8 KB
02. Introduction.html	6.3 KB
02. Why Anaconda-VXukXZv7SCQ.ar.vtt	5.1 KB
02. Why Anaconda-VXukXZv7SCQ.en.vtt	3.5 KB
02. Why Anaconda-VXukXZv7SCQ.mp4	10.8 MB
02. Why Anaconda-VXukXZv7SCQ.pt-BR.vtt	3.3 KB
02. Why Anaconda-VXukXZv7SCQ.zh-CN.vtt	3.6 KB
03. What is Anaconda.html	10.8 KB
04. Installing Anaconda.html	7.8 KB
05. Managing packages.html	8.5 KB
06. Managing environments.html	8.9 KB
07. More environment actions.html	7.3 KB
08. Best practices.html	7.1 KB
09. On Python versions at Udacity.html	7.2 KB
index.html	4.2 KB
/.../Part 01-Module 01-Lesson 02_Anaconda/img/
conda-create-env.png	72.5 KB
conda-env-export.png	65.6 KB
conda-install.png	83.1 KB
conda-search.png	441.2 KB
screen-shot-2018-03-19-at-2.49.57-pm.png	453.1 KB
/.../Part 01-Module 01-Lesson 02_Anaconda/media/
conda_default_install.mp4	609.6 KB
conda_enter.mp4	99.6 KB
conda_install.mp4	206.6 KB
/.../Part 01-Module 01-Lesson 03_Jupyter Notebooks/
01. Instructor.html	6.0 KB
02. Jupyter-qiYDWFLyXvg.ar.vtt	3.5 KB
02. Jupyter-qiYDWFLyXvg.en.vtt	2.8 KB
02. Jupyter-qiYDWFLyXvg.mp4	7.5 MB
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt	2.5 KB
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt	2.7 KB
02. What are Jupyter notebooks.html	12.6 KB
03. Installing Jupyter Notebook.html	5.9 KB
04. Launching the notebook server.html	10.9 KB
05. Notebook interface.html	9.6 KB
06. Code cells.html	6.2 KB
07. Markdown cells.html	9.7 KB
08. Keyboard shortcuts.html	6.1 KB
09. Magic keywords.html	10.1 KB
10. Converting notebooks.html	7.2 KB
11. Creating a slideshow.html	8.1 KB
12. Finishing up.html	5.9 KB
index.html	4.4 KB
/.../Part 01-Module 01-Lesson 03_Jupyter Notebooks/img/
conda-environments.png	41.1 KB
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magic-matplotlib.png	92.9 KB
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nbconvert-example.png	75.1 KB
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notebook-shutdown.png	63.8 KB
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server-shutdown.png	159.2 KB
slides-cell-toolbar-menu.png	62.8 KB
slides-choose-slide-type.png	54.6 KB
/.../Part 01-Module 01-Lesson 03_Jupyter Notebooks/media/
command+palette.mp4	173.2 KB
Markdown+cells.mp4	338.3 KB
notebook+interface.mp4	220.6 KB
/.../Part 01-Module 01-Lesson 04_Applying Deep Learning/
01. Introduction.html	5.5 KB
02. Style Transfer.html	12.4 KB
03. DeepTraffic.html	6.5 KB
03. Traffic Navigation with Deep Reinforcement Learning-az5ElmV4DhY.en-US.vtt	7.9 KB
03. Traffic Navigation with Deep Reinforcement Learning-az5ElmV4DhY.en.vtt	7.5 KB
03. Traffic Navigation with Deep Reinforcement Learning-az5ElmV4DhY.mp4	40.0 MB
03. Traffic Navigation with Deep Reinforcement Learning-az5ElmV4DhY.pt-BR.vtt	7.8 KB
03. Traffic Navigation with Deep Reinforcement Learning-az5ElmV4DhY.zh-CN.vtt	7.6 KB
04. Flappy Bird.html	6.9 KB
05. Books to Read.html	6.0 KB
index.html	3.8 KB
/.../Part 01-Module 01-Lesson 04_Applying Deep Learning/img/
chi-waves.png	843.4 KB
flappy-bird.jpg	78.1 KB
grokking-deep-learning.jpg	71.2 KB
mat-headshot.png	184.3 KB
/.../Part 01-Module 02-Lesson 01_Regression/
01. Welcome to Week One-10M2DnJuziE.en-US.vtt	0.8 KB
01. Welcome to Week One-10M2DnJuziE.mp4	4.4 MB
01. Welcome to Week One-10M2DnJuziE.pt-BR.vtt	0.7 KB
01. Welcome to Week One-10M2DnJuziE.zh-CN.vtt	0.7 KB
01. Welcome to Week One.html	5.5 KB
02. Preparing for Siraj's video.html	6.4 KB
03. Siraj's Intro to Deep Learning - How to Make a Prediction-QN1ZwKszguE.en.vtt	16.0 KB
03. Siraj's Intro to Deep Learning - How to Make a Prediction-QN1ZwKszguE.mp4	66.5 MB
03. Siraj's Intro to Deep Learning - How to Make a Prediction-QN1ZwKszguE.pt.vtt	13.8 KB
03. Siraj's Intro to Deep Learning.html	5.8 KB
04. Linear Regression.html	16.0 KB
05. Linear Regression Warnings.html	7.3 KB
06. Multiple Linear Regression.html	12.3 KB
07. Siraj's Live Session.html	6.2 KB
index.html	4.1 KB
/.../Part 01-Module 02-Lesson 01_Regression/img/
just-a-2d-reg.png	70.1 KB
just-a-simple-lin-reg.png	26.6 KB
lin-reg-no-outliers.png	29.3 KB
lin-reg-w-outliers.png	28.2 KB
quadraticlinearregression.png	24.1 KB
/.../Part 01-Module 03-Lesson 01_Matrix Math and NumPy Refresher/
01. Introduction.html	6.1 KB
02. Data Dimensions.html	5.9 KB
02. Data Has Dimensions-F4NSv776X0c.en.vtt	8.9 KB
02. Data Has Dimensions-F4NSv776X0c.mp4	11.1 MB
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02. Data Has Dimensions-F4NSv776X0c.zh-CN.vtt	7.8 KB
03. Data in NumPy.html	13.7 KB
04. Element-wise Matrix Operations-vjUykZyzko4.en.vtt	4.3 KB
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04. Element-wise Matrix Operations.html	6.0 KB
05. Element-wise Operations in NumPy.html	9.4 KB
06. Matrix Multiplication Part 1-JRoCFQRP4B0.en.vtt	8.1 KB
06. Matrix Multiplication Part 1-JRoCFQRP4B0.mp4	6.2 MB
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06. Matrix Multiplication Part 1.html	6.2 KB
07. Matrix Multiplication Part 2-8jtk8BzBdj8.en.vtt	10.1 KB
07. Matrix Multiplication Part 2-8jtk8BzBdj8.mp4	7.7 MB
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07. Matrix Multiplication Part 2.html	7.2 KB
08. NumPy Matrix Multiplication.html	8.9 KB
09. Matrix Transposes-NVK5xCY3CZE.en-US.vtt	12.1 KB
09. Matrix Transposes-NVK5xCY3CZE.mp4	9.5 MB
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09. Matrix Transposes.html	5.9 KB
10. Transposes in NumPy.html	9.4 KB
11. NumPy Quiz.html	10.7 KB
index.html	4.4 KB
/.../Part 01-Module 03-Lesson 01_Matrix Math and NumPy Refresher/img/
input-times-weights.png	53.1 KB
/.../Part 01-Module 03-Lesson 02_Intro to Neural Networks/
01. Introducing Luis-nto-stLuN6M.en-US.vtt	0.6 KB
01. Introducing Luis-nto-stLuN6M.mp4	3.8 MB
01. Introducing Luis-nto-stLuN6M.pt-BR.vtt	0.6 KB
01. Introducing Luis-nto-stLuN6M.zh-CN.vtt	0.5 KB
01. Introducing Luis.html	6.5 KB
02. Logistic Regression - Question-kSs6O3R7JUI.en-US.vtt	2.3 KB
02. Logistic Regression - Question-kSs6O3R7JUI.mp4	3.6 MB
02. Logistic Regression - Question-kSs6O3R7JUI.pt-BR.vtt	2.1 KB
02. Logistic Regression - Question-kSs6O3R7JUI.zh-CN.vtt	1.9 KB
02. Logistic Regression Quiz.html	7.5 KB
03. Logistic Regression - Solution-1iNylA3fJDs.en-US.vtt	6.1 KB
03. Logistic Regression - Solution-1iNylA3fJDs.mp4	7.7 MB
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03. Logistic Regression - Solution-1iNylA3fJDs.zh-CN.vtt	5.3 KB
03. Logistic Regression Answer.html	6.6 KB
04. Neural Networks-Mqogpnp1lrU.en.vtt	10.4 KB
04. Neural Networks-Mqogpnp1lrU.mp4	15.6 MB
04. Neural Networks-Mqogpnp1lrU.pt-BR.vtt	10.0 KB
04. Neural Networks-Mqogpnp1lrU.zh-CN.vtt	9.3 KB
04. Neural Networks.html	6.5 KB
05. Perceptron.html	22.1 KB
06. AND Perceptron Quiz.html	10.4 KB
07. OR NOT Perceptron Quiz.html	10.9 KB
08. XOR Perceptron Quiz.html	10.2 KB
09. The Simplest Neural Network.html	13.7 KB
10. Gradient Descent-29PmNG7fuuM.en.vtt	1.6 KB
10. Gradient Descent-29PmNG7fuuM.mp4	2.6 MB
10. Gradient Descent-29PmNG7fuuM.pt-BR.vtt	1.6 KB
10. Gradient Descent-29PmNG7fuuM.zh-CN.vtt	1.4 KB
10. Gradient Descent.html	13.8 KB
11. Gradient Descent The Math.html	6.9 KB
11. Gradient Descent-Math-7sxA5Ap8AWM.en.vtt	11.1 KB
11. Gradient Descent-Math-7sxA5Ap8AWM.mp4	11.8 MB
11. Gradient Descent-Math-7sxA5Ap8AWM.pt-BR.vtt	11.1 KB
11. Gradient Descent-Math-7sxA5Ap8AWM.zh-CN.vtt	9.7 KB
12. Gradient Descent The Code.html	11.8 KB
13. Implementing Gradient Descent.html	28.1 KB
14. Multilayer perceptrons-Rs9petvTBLk.en-US.vtt	1.7 KB
14. Multilayer perceptrons-Rs9petvTBLk.mp4	3.0 MB
14. Multilayer perceptrons-Rs9petvTBLk.pt-BR.vtt	1.7 KB
14. Multilayer perceptrons-Rs9petvTBLk.zh-CN.vtt	1.4 KB
14. Multilayer Perceptrons.html	22.3 KB
15. Backpropagation-MZL97-2joxQ.en-US.vtt	2.5 KB
15. Backpropagation-MZL97-2joxQ.mp4	3.6 MB
15. Backpropagation-MZL97-2joxQ.pt-BR.vtt	2.5 KB
15. Backpropagation-MZL97-2joxQ.zh-CN.vtt	2.2 KB
15. Backpropagation.html	20.7 KB
16. Implementing Backpropagation.html	22.8 KB
17. Further Reading.html	6.7 KB
index.html	4.9 KB
/.../Part 01-Module 03-Lesson 02_Intro to Neural Networks/img/
a-b-c-fill-nn.png	312.8 KB
admissions-data.png	121.2 KB
and-table.png	70.8 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-after-bias.png	67.3 KB
example-before-bias.png	37.8 KB
example-data.png	94.3 KB
gradient-descent.png	73.7 KB
heaviside-step-function-2.gif	3.4 KB
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hidden-errors.gif	2.9 KB
hidden-layer-weights.gif	1.8 KB
hq-new-and-or-percep-fixed.png	94.8 KB
hq-new-plot-perceptron-combine-v2.png	205.7 KB
hq-new-plot-perceptron-combine.png	230.3 KB
hq-new-xor-table.png	39.5 KB
hq-perceptron.png	118.7 KB
input-times-weights.png	53.1 KB
inputs-matrix.png	5.7 KB
legend.png	104.5 KB
local-minima.png	39.0 KB
logistic-regression-quiz.png	1.0 MB
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
perceptron-equation-2.gif	6.2 KB
perceptron-formula.gif	5.9 KB
perceptron-graphics.001.jpeg	238.2 KB
sigmoid.png	28.4 KB
simple-neuron.png	50.3 KB
weight-label-reference.gif	2.9 KB
/.../Part 01-Module 03-Lesson 03_Your first neural network/
01. Introduction to the Project-dOwEDeJp8yw.en.vtt	2.4 KB
01. Introduction to the Project-dOwEDeJp8yw.mp4	6.5 MB
01. Introduction to the Project-dOwEDeJp8yw.pt-BR.vtt	2.1 KB
01. Introduction to the Project-dOwEDeJp8yw.zh-CN.vtt	2.4 KB
01. Introduction to the Project.html	5.2 KB
index.html	3.8 KB
Project Description - Your first neural network.html	10.0 KB
Project Rubric - Your first neural network.html	8.7 KB
/.../Part 01-Module 03-Lesson 03_Your first neural network/media/
Screen+Shot+2017-01-27+at+11.38.54+AM.png	56.4 KB
/.../Part 02-Module 01-Lesson 01_Model Evaluation and Validation/
01. Introduction.html	6.2 KB
02. Testing-gmxGRJSKEb0.en-US.vtt	7.8 KB
02. Testing-gmxGRJSKEb0.mp4	5.9 MB
02. Testing-gmxGRJSKEb0.pt-BR.vtt	7.5 KB
02. Testing-gmxGRJSKEb0.zh-CN.vtt	6.9 KB
02. Testing.html	5.4 KB
03. Confusion Matrix-Question-9GLNjmMUB_4.en-US.vtt	5.6 KB
03. Confusion Matrix-Question-9GLNjmMUB_4.en.vtt	5.8 KB
03. Confusion Matrix-Question-9GLNjmMUB_4.mp4	5.3 MB
03. Confusion Matrix-Question-9GLNjmMUB_4.pt-BR.vtt	4.9 KB
03. Confusion Matrix-Question-9GLNjmMUB_4.zh-CN.vtt	5.1 KB
03. Confusion Matrix.html	6.9 KB
04. Accuracy Question-AmFoZTf-Hb0.en.vtt	1.7 KB
04. Accuracy Question-AmFoZTf-Hb0.mp4	1.7 MB
04. Accuracy.html	6.1 KB
05. Regression Metrics.html	5.5 KB
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05. Regression-Metrics-906P4BPnl9A.mp4	3.5 MB
05. Regression-Metrics-906P4BPnl9A.pt-BR.vtt	4.0 KB
05. Regression-Metrics-906P4BPnl9A.zh-CN.vtt	3.7 KB
06. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt	7.1 KB
06. 04 L Types Of Errors-Twf1qnPZeSY.mp4	6.9 MB
06. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt	6.4 KB
06. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt	6.2 KB
06. Types of Errors.html	5.5 KB
07. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt	3.4 KB
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07. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt	3.1 KB
07. Model Complexity Graph.html	7.3 KB
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/.../Part 02-Module 02-Lesson 02_Intro to TFLearn/
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/.../Part 02-Module 02-Lesson 03_Preparing for Siraj's Lesson/
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/.../Part 02-Module 03-Lesson 01_MiniFlow/
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/.../Part 02-Module 04-Lesson 02_Intro to TensorFlow/
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/.../Part 02-Module 05-Lesson 01_Deep Neural Networks/
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/.../Part 02-Module 05-Lesson 01_Deep Neural Networks/img/
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/.../Part 02-Module 05-Lesson 02_Convolutional Networks/
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/.../Part 02-Module 05-Lesson 02_Convolutional Networks/img/
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/.../Part 02-Module 05-Lesson 03_Siraj's Image Classification/
01. On Keras.html	5.3 KB
02. How to Make an Image Classifier - Intro to Deep Learning #6-cAICT4Al5Ow.en.vtt	14.6 KB
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/.../Part 02-Module 05-Lesson 03_Siraj's Image Classification/img/
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/.../Part 02-Module 05-Lesson 04_Image Classification/
01. Introduction to the Project.html	5.1 KB
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/.../Part 03-Module 01-Lesson 01_Intro to Recurrent Neural Networks/
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/.../Part 03-Module 01-Lesson 02_Siraj's Stock Prediction/
01. How to Predict Stock Prices Easily - Intro to Deep Learning #7-ftMq5ps503w.en.vtt	19.3 KB
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/.../Part 03-Module 01-Lesson 03_Hyperparameters/
01. Introducing Jay.html	6.0 KB
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/.../Part 03-Module 01-Lesson 03_Hyperparameters/img/
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/.../Part 03-Module 02-Lesson 01_Embeddings and Word2vec/
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/.../Part 03-Module 02-Lesson 01_Embeddings and Word2vec/img/
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/.../Part 03-Module 02-Lesson 02_Siraj's Style Transfer/
01. How to Generate Art - Intro to Deep Learning #8-Oex0eWoU7AQ.en.vtt	15.1 KB
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/.../Part 03-Module 03-Lesson 01_TensorBoard/
01. TensorBoard Intro.html	6.2 KB
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/.../Part 03-Module 03-Lesson 01_TensorBoard/img/
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/.../Part 03-Module 03-Lesson 02_Siraj's Music Generation/
01. How to Generate Music - Intro to Deep Learning #9-4DMm5Lhey1U.en.vtt	14.9 KB
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02. How to Succeed in any Programming Interview-5KB5KAak6tM.en.vtt	12.4 KB
02. How to Succeed in any Programming Interview-5KB5KAak6tM.ko.vtt	17.9 KB
02. How to Succeed in any Programming Interview-5KB5KAak6tM.mp4	28.3 MB
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/.../Part 03-Module 04-Lesson 01_Siraj's Text Summarization/
01. How to Make a Text Summarizer - Intro to Deep Learning #10-ogrJaOIuBx4.en.vtt	18.3 KB
01. How to Make a Text Summarizer - Intro to Deep Learning #10-ogrJaOIuBx4.fi.vtt	17.3 KB
01. How to Make a Text Summarizer - Intro to Deep Learning #10-ogrJaOIuBx4.mp4	38.0 MB
01. How to Make a Text Summarizer - Intro to Deep Learning #10-ogrJaOIuBx4.pt-BR.vtt	17.7 KB
01. How to Make a Text Summarizer.html	6.7 KB
index.html	3.6 KB
/.../Part 03-Module 04-Lesson 02_Weight Initialization/
01. Weight Initialization Intro.html	5.8 KB
02. Ones and Zeros.html	5.3 KB
02. Weight Initialization 1-6vXMYu_TQIA.en.vtt	9.9 KB
02. Weight Initialization 1-6vXMYu_TQIA.mp4	11.3 MB
02. Weight Initialization 1-6vXMYu_TQIA.pt-BR.vtt	8.4 KB
02. Weight Initialization 1-6vXMYu_TQIA.zh-CN.vtt	8.3 KB
03. Uniform Distribution.html	5.3 KB
03. Weight Initialization 2-BI3f0Cdc_nU.en.vtt	9.7 KB
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04. Too Small.html	5.3 KB
04. Weight Initialization 3-JIQl0jMpdsI.en.vtt	4.3 KB
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05. Normal Distribution.html	5.3 KB
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06. Additional Material.html	5.6 KB
index.html	4.0 KB
/.../Part 03-Module 04-Lesson 02_Weight Initialization/img/
mat-headshot.png	184.3 KB
/.../Part 03-Module 04-Lesson 03_Sentiment Prediction RNN/
01. Intro.html	6.5 KB
02. Sentiment Prediction-uGN3rZJRiMY.en.vtt	8.9 KB
02. Sentiment Prediction-uGN3rZJRiMY.mp4	11.8 MB
02. Sentiment Prediction-uGN3rZJRiMY.pt-BR.vtt	7.5 KB
02. Sentiment Prediction-uGN3rZJRiMY.zh-CN.vtt	8.2 KB
02. Sentiment RNN.html	5.4 KB
03. Data Preprocessing-h4-LwZU9_k8.en.vtt	5.5 KB
03. Data Preprocessing-h4-LwZU9_k8.mp4	7.2 MB
03. Data Preprocessing-h4-LwZU9_k8.pt-BR.vtt	4.7 KB
03. Data Preprocessing-h4-LwZU9_k8.zh-CN.vtt	4.6 KB
03. Data Preprocessing.html	5.4 KB
04. Creating Testing Sets-BRBbrNLz1ho.en.vtt	2.1 KB
04. Creating Testing Sets-BRBbrNLz1ho.mp4	2.2 MB
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05. Building The RNN 1-XTD6slf64fM.en.vtt	14.2 KB
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05. Building The RNN 1-XTD6slf64fM.pt-BR.vtt	12.6 KB
05. Building The RNN 1-XTD6slf64fM.zh-CN.vtt	12.4 KB
05. Building the RNN.html	5.6 KB
06. Training The Network-nknJ3Xu3ld0.en.vtt	6.5 KB
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06. Training The Network-nknJ3Xu3ld0.pt-BR.vtt	5.8 KB
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06. Training the Network.html	5.4 KB
07. Sentiment RNN 2-V9YGGjmoHS0.en.vtt	18.1 KB
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07. Sentiment RNN 2-V9YGGjmoHS0.pt-BR.vtt	16.1 KB
07. Sentiment RNN 2-V9YGGjmoHS0.zh-CN.vtt	15.1 KB
07. Solutions.html	5.3 KB
index.html	4.0 KB
/.../Part 03-Module 04-Lesson 03_Sentiment Prediction RNN/img/
mat-headshot.png	184.3 KB
/.../Part 03-Module 04-Lesson 04_Generate TV Scripts/
01. Introduction.html	5.3 KB
01. Project-3-Intro-qNpv7IjQzo0.en-US.vtt	0.7 KB
01. Project-3-Intro-qNpv7IjQzo0.en.vtt	0.7 KB
01. Project-3-Intro-qNpv7IjQzo0.mp4	683.2 KB
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01. Project-3-Intro-qNpv7IjQzo0.zh-CN.vtt	0.6 KB
02. TV Script Workspace.html	5.6 KB
index.html	3.9 KB
Project Description - Generate TV Scripts.html	6.7 KB
Project Rubric - Generate TV Scripts.html	13.2 KB
/.../Part 03-Module 05-Lesson 01_Transfer Learning in TensorFlow/
01. Transfer Learning Intro.html	7.3 KB
02. Transfer Learning with VGGNet.html	5.7 KB
02. Transfer Learning--WmQwYr0DYjY.en.vtt	7.1 KB
02. Transfer Learning--WmQwYr0DYjY.mp4	8.7 MB
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03. Building VGGNet-615SslQiGvo.en.vtt	7.7 KB
03. Building VGGNet-615SslQiGvo.mp4	9.3 MB
03. Building VGGNet-615SslQiGvo.pt-BR.vtt	6.4 KB
03. Building VGGNet-615SslQiGvo.zh-CN.vtt	6.4 KB
03. VGGNet.html	5.7 KB
04. Pretrained VGGNet-BpzI6Svmuv8.en.vtt	2.1 KB
04. Pretrained VGGNet-BpzI6Svmuv8.mp4	3.3 MB
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04. VGGNet Solution.html	5.7 KB
05. Data Preparation-WfsDMq-b3y4.en.vtt	7.2 KB
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05. Data Preparation.html	5.7 KB
06. Data Preparation Solution.html	5.7 KB
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07. Building The Classifier-pPHiVddBY0Q.en.vtt	1.6 KB
07. Building The Classifier-pPHiVddBY0Q.mp4	2.1 MB
07. Building The Classifier-pPHiVddBY0Q.pt-BR.vtt	1.4 KB
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07. Classifier.html	5.7 KB
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08. Classifier Solution.html	5.7 KB
09. Training The Classifier-b7Fy3cIoJ1Y.en.vtt	3.4 KB
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09. Training.html	5.7 KB
10. Training And Testing-NLPtmQjGYCA.en.vtt	6.0 KB
10. Training And Testing-NLPtmQjGYCA.mp4	8.6 MB
10. Training And Testing-NLPtmQjGYCA.pt-BR.vtt	5.2 KB
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10. Training solution.html	5.7 KB
index.html	4.3 KB
/.../Part 03-Module 05-Lesson 01_Transfer Learning in TensorFlow/img/
mat-headshot.png	184.3 KB
/.../Part 03-Module 05-Lesson 02_Siraj's Language Translation/
01. How to Make a Language Translator - Intro to Deep Learning #11-nRBnh4qbPHI.en.vtt	14.0 KB
01. How to Make a Language Translator - Intro to Deep Learning #11-nRBnh4qbPHI.mp4	38.3 MB
01. How to Make a Language Translator.html	7.7 KB
index.html	3.6 KB
/.../Part 03-Module 06-Lesson 01_Sequence to Sequence/
01. Introducing Jay Alammar.html	6.4 KB
02. Jay Introduction.html	5.8 KB
02. Jay's Introduction-HPOzAlXhuxQ.en.vtt	5.9 KB
02. Jay's Introduction-HPOzAlXhuxQ.mp4	6.1 MB
02. Jay's Introduction-HPOzAlXhuxQ.pt-BR.vtt	5.7 KB
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03. Applications seq2seq-tDJBDwriJYQ.en.vtt	2.7 KB
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03. Applications seq2seq-tDJBDwriJYQ.pt-BR.vtt	2.6 KB
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03. Applications.html	5.7 KB
04. Architecture encoder decoder-dkHdEAJnV_w.en.vtt	5.6 KB
04. Architecture encoder decoder-dkHdEAJnV_w.mp4	4.7 MB
04. Architecture encoder decoder-dkHdEAJnV_w.pt-BR.vtt	5.0 KB
04. Architecture encoder decoder-dkHdEAJnV_w.zh-CN.vtt	4.9 KB
04. Architectures.html	5.8 KB
05. Architecture in More Depth-rdAo4MqLbEk.en.vtt	5.3 KB
05. Architecture in More Depth-rdAo4MqLbEk.mp4	5.6 MB
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05. Architecture in More Depth-rdAo4MqLbEk.zh-CN.vtt	4.7 KB
05. Architectures in More Depth.html	5.8 KB
06. Preprocessing-ktQW6p9pOS4.en.vtt	7.4 KB
06. Preprocessing-ktQW6p9pOS4.mp4	9.3 MB
06. Preprocessing-ktQW6p9pOS4.pt-BR.vtt	7.0 KB
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06. Preprocessing.html	6.3 KB
07. Sequence to sequence in TensorFlow.html	8.7 KB
08. Inputs.html	16.2 KB
09. Further Reading.html	6.2 KB
10. Sequence to Sequence in TensorFlow.html	5.9 KB
index.html	4.3 KB
/.../Part 03-Module 06-Lesson 01_Sequence to Sequence/img/
mat-headshot.png	184.3 KB
sequence-to-sequence-embedding-encoder-decoder.png	22.5 KB
sequence-to-sequence-high-level-encoder-decoder.png	11.8 KB
sequence-to-sequence-unrolled-encoder-decoder.png	23.0 KB
/.../Part 03-Module 06-Lesson 02_Siraj's Chatbot/
01. How to Make a Chatbot - Intro to Deep Learning #12-t5qgjJIBy9g.en.vtt	17.2 KB
01. How to Make a Chatbot - Intro to Deep Learning #12-t5qgjJIBy9g.mp4	49.9 MB
01. How to Make a Chatbot.html	6.8 KB
index.html	3.6 KB
/.../Part 03-Module 07-Lesson 01_Reinforcement Learning/
01. Reinforcement Learning Lesson.html	6.2 KB
02. 01 Q-Learning-Npu9gyD6-4o.en.vtt	2.9 KB
02. 01 Q-Learning-Npu9gyD6-4o.mp4	3.2 MB
02. 01 Q-Learning-Npu9gyD6-4o.pt-BR.vtt	2.8 KB
02. 01 Q-Learning-Npu9gyD6-4o.zh-CN.vtt	2.6 KB
02. Reinforcement Learning.html	5.1 KB
03. 02 Q-Learning-WQgdnzzhSLM.en.vtt	10.0 KB
03. 02 Q-Learning-WQgdnzzhSLM.mp4	11.1 MB
03. 02 Q-Learning-WQgdnzzhSLM.pt-BR.vtt	9.6 KB
03. 02 Q-Learning-WQgdnzzhSLM.zh-CN.vtt	8.8 KB
03. Q-Learning.html	5.1 KB
04. Deep Q-Learning.html	6.1 KB
index.html	3.8 KB
/.../Part 03-Module 07-Lesson 01_Reinforcement Learning/img/
mat-headshot.png	184.3 KB
/.../Part 03-Module 07-Lesson 02_Siraj's Reinforcement Learning/
01. How to Win Slot Machines - Intro to Deep Learning #13-AIeWLTUYLZQ.en.vtt	17.6 KB
01. How to Win Slot Machines - Intro to Deep Learning #13-AIeWLTUYLZQ.mp4	54.5 MB
01. How to Win Slot Machines.html	6.9 KB
index.html	3.6 KB
/.../Part 03-Module 07-Lesson 03_Translation Project/
01. Introduction.html	5.1 KB
01. Machine Translation Intro-5thBwpcYoiI.en.vtt	1.1 KB
01. Machine Translation Intro-5thBwpcYoiI.mp4	4.0 MB
01. Machine Translation Intro-5thBwpcYoiI.pt-BR.vtt	1.0 KB
01. Machine Translation Intro-5thBwpcYoiI.zh-CN.vtt	1.0 KB
index.html	3.8 KB
Project Description - Translation Project.html	6.1 KB
Project Rubric - Translation Project.html	9.8 KB
/.../Part 03-Module 08-Lesson 01_Siraj's Image Generation/
01. How to Generate Images - Intro to Deep Learning #14-3-UDwk1U77s.en.vtt	16.9 KB
01. How to Generate Images - Intro to Deep Learning #14-3-UDwk1U77s.mp4	53.2 MB
01. How to Generate Images.html	7.0 KB
index.html	3.6 KB
/.../Part 03-Module 08-Lesson 02_Autoencoders/
01. Autoencoder Lesson Intro.html	6.6 KB
02. Autoencoders-ar5Iyx68cWc.en.vtt	2.5 KB
02. Autoencoders-ar5Iyx68cWc.mp4	2.3 MB
02. Autoencoders-ar5Iyx68cWc.pt-BR.vtt	2.4 KB
02. Autoencoders-ar5Iyx68cWc.zh-CN.vtt	2.2 KB
02. Autoencoders.html	5.3 KB
03. A Simple Autoencoder.html	5.2 KB
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03. A-Simple-Autoencoders 21718-lXGdkCT8E1c.mp4	16.4 MB
04. Simple Autoencoder Solution-Nv_D6DHfEk8.en.vtt	7.2 KB
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05. Convolutional Autoencoders-18SZVRaumGs.en.vtt	14.5 KB
05. Convolutional Autoencoders-18SZVRaumGs.mp4	22.6 MB
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05. Convolutional Autoencoders-18SZVRaumGs.zh-CN.vtt	12.3 KB
05. Convolutional Autoencoders.html	5.4 KB
06. Convolutional Autoencoder Solutions-w3iPs6YnqmY.en.vtt	8.3 KB
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06. Convolutional Autoencoders Solution.html	5.5 KB
index.html	4.0 KB
/.../Part 03-Module 08-Lesson 02_Autoencoders/img/
autoencoder-1.png	25.3 KB
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/.../Part 04-Module 01-Lesson 01_Generative Adversarial Networks/
01. GANs Intro-F7XgI6TmaGI.en-US.vtt	1.6 KB
01. GANs Intro-F7XgI6TmaGI.en.vtt	1.3 KB
01. GANs Intro-F7XgI6TmaGI.mp4	3.4 MB
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01. GANs Intro-F7XgI6TmaGI.zh-CN.vtt	1.5 KB
01. Introducing Ian Goodfellow.html	6.7 KB
02. Cool Things To Do With GANs-bo-ToTdhgew.en.vtt	7.5 KB
02. Cool Things To Do With GANs-bo-ToTdhgew.mp4	12.6 MB
02. Cool Things To Do With GANs-bo-ToTdhgew.pt-BR.vtt	7.0 KB
02. Cool Things To Do With GANs-bo-ToTdhgew.zh-CN.vtt	7.1 KB
02. What can you do with GANs.html	6.7 KB
03. How GANs work.html	7.0 KB
03. Other Generative Models, How GANs Work-MF0QCP1OC9I.en.vtt	7.6 KB
03. Other Generative Models, How GANs Work-MF0QCP1OC9I.mp4	10.8 MB
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03. Other Generative Models, How GANs Work-MF0QCP1OC9I.zh-CN.vtt	6.6 KB
04. Games and Equilibria.html	6.7 KB
04. Games, Equilibrium, GANs Solution Render-2zi8DOWIVas.en.vtt	11.0 KB
04. Games, Equilibrium, GANs Solution Render-2zi8DOWIVas.mp4	14.1 MB
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05. GANs Architecture -gaEs7ccZv_Q.en.vtt	12.0 KB
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05. Practical tips and tricks for training GANs.html	6.7 KB
06. Build a GAN.html	7.4 KB
07. Get started with a GAN.html	6.7 KB
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08. Generator Network-btHVXnICmzQ.en.vtt	6.9 KB
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09. Discriminator Network-nWXxT8OqCfs.en.vtt	1.1 KB
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10. Generator and Discriminator Solutions-9By2pAck044.en.vtt	6.1 KB
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10. Generator and Discriminator Solutions.html	6.7 KB
11. Building the Network-5sZkRSHfiAE.en.vtt	3.9 KB
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12. Building the Network Solution-Ikp3rVzG970.en.vtt	3.5 KB
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13. Training Losses-IaAeDrXMEcU.en.vtt	3.9 KB
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13. Training Losses.html	6.6 KB
14. Training Optimizers-AU5gH7LS57E.en.vtt	3.1 KB
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14. Training Optimizers-AU5gH7LS57E.zh-CN.vtt	2.7 KB
14. Training Optimizers.html	6.6 KB
15. Training Losses and Optimizers Solution.html	6.8 KB
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15. Training Losses and Optimizers Solutions-HlABZ9Q7xEo.mp4	7.2 MB
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15. Training Losses and Optimizers Solutions-HlABZ9Q7xEo.zh-CN.vtt	4.7 KB
16. A Trained GAN-TR-uEJcjig4.en.vtt	10.2 KB
16. A Trained GAN-TR-uEJcjig4.mp4	12.2 MB
16. A Trained GAN-TR-uEJcjig4.pt-BR.vtt	9.3 KB
16. A Trained GAN-TR-uEJcjig4.zh-CN.vtt	9.1 KB
16. A Trained GAN.html	6.6 KB
17. Doing More With Your GAN.html	8.3 KB
index.html	5.0 KB
/.../Part 04-Module 01-Lesson 01_Generative Adversarial Networks/img/
generated-mnist.png	354.3 KB
mat-headshot.png	184.3 KB
/.../Part 04-Module 01-Lesson 02_Siraj's Video Generation/
01. How to Generate Video - Intro to Deep Learning #15--E2N1kQc8MM.en.vtt	18.5 KB
01. How to Generate Video - Intro to Deep Learning #15--E2N1kQc8MM.mp4	49.1 MB
01. How to Generate Video.html	7.5 KB
index.html	3.6 KB
/.../Part 04-Module 02-Lesson 01_Siraj's One-Shot Learning/
01. How to Learn from Little Data - Intro to Deep Learning #17-tChcZpBbTTA.en.vtt	15.6 KB
01. How to Learn from Little Data - Intro to Deep Learning #17-tChcZpBbTTA.mp4	37.1 MB
01. How to Learn from Little Data - Intro to Deep Learning #17-tChcZpBbTTA.nl.vtt	13.8 KB
01. How to Learn from Little Data.html	6.1 KB
index.html	3.6 KB
/.../Part 04-Module 02-Lesson 02_Hyperparameters/
01. Introducing Jay.html	6.0 KB
02. Introduction-erwnzFD7AeE.en.vtt	2.4 KB
02. Introduction-erwnzFD7AeE.mp4	2.3 MB
02. Introduction-erwnzFD7AeE.pt-BR.vtt	2.2 KB
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/.../Part 04-Module 02-Lesson 03_Deep Convolutional GANs/
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/.../Part 04-Module 02-Lesson 04_Generate Faces/
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/.../Part 05-Module 01-Lesson 01_Enroll in your next Nanodegree program/
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/.../Part 06-Module 01-Lesson 01_Welcome to Deep Learning/
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/.../Part 06-Module 01-Lesson 03_Anaconda/
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37. Outro.html	8.6 KB
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/.../Part 07-Module 01-Lesson 02_Implementing Gradient Descent/
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/.../Part 07-Module 01-Lesson 03_Training Neural Networks/
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/.../Part 07-Module 01-Lesson 04_Sentiment Analysis/
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/.../Part 07-Module 01-Lesson 05_Keras/
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03. Pre-Lab Student Admissions in Keras.html	11.8 KB
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/.../Part 07-Module 01-Lesson 06_TensorFlow/
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03. Hello, Tensor World!.html	9.2 KB
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/.../Part 08-Module 01-Lesson 01_Cloud Computing/
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/.../Part 08-Module 01-Lesson 02_CNNs in TensorFlow/
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/.../Part 08-Module 01-Lesson 03_Weight Initialization/
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/.../Part 08-Module 01-Lesson 06_Transfer Learning in TensorFlow/
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03. VGGNet.html	5.7 KB
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06. Data Preparation Solution.html	5.7 KB
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07. Building The Classifier-pPHiVddBY0Q.en.vtt	1.6 KB
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/.../Part 08-Module 01-Lesson 06_Transfer Learning in TensorFlow/img/
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/.../Part 08-Module 01-Lesson 07_Deep Learning for Cancer Detection with Sebastian Thrun/
01. Intro.html	8.0 KB
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01. Introduction-ZCpXvVdIdnY.mp4	1.6 MB
01. Introduction-ZCpXvVdIdnY.pt-BR.vtt	0.9 KB
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02. 02 Skin Cancer V4-70jGZeiTNgk.en.vtt	1.9 KB
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09. Training the Neural Network.html	8.1 KB
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10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.en.vtt	0.9 KB
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13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.en.vtt	0.5 KB
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15. More on Sensitivity and Specificity.html	11.1 KB
16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.en.vtt	0.5 KB
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17. Solution Diagnosing Cancer.html	10.5 KB
18. Images-1GdiN5Wc8LA.mp4	404.9 KB
18. Refresh on ROC Curves.html	11.3 KB
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19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.en.vtt	0.8 KB
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20. Solution ROC Curve.html	8.0 KB
21. Comparing our Results with Doctors.html	8.0 KB
21. ROC Curve-fWwe_JlpnlQ.en.vtt	3.1 KB
21. ROC Curve-fWwe_JlpnlQ.mp4	2.8 MB
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22. Visualization-aGIGB4Ta3_A.en.vtt	1.9 KB
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22. Visualization.html	8.0 KB
23. What is the network looking at.html	8.1 KB
23. What Is The Neural Network Looking At-qN-rvoxPbBw.en.vtt	2.2 KB
23. What Is The Neural Network Looking At-qN-rvoxPbBw.mp4	3.6 MB
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24. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt	5.6 KB
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24. Refresh on Confusion Matrices.html	15.1 KB
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25. Confusion Matrix.html	8.0 KB
26. Conclusion-WhpE_8sTt-0.en.vtt	3.7 KB
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26. Conclusion.html	8.0 KB
27. Useful Resources.html	9.2 KB
28. Mini Project Introduction-Rgf3YVFWl-M.en.vtt	0.5 KB
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28. Mini Project Introduction.html	8.1 KB
29. Mini Project Dermatologist AI.html	20.0 KB
index.html	6.1 KB
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/.../Part 08-Module 02-Lesson 01_CNN Project Dog Breed Classifier/
01. Project Description.html	6.6 KB
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/.../Part 09-Module 01-Lesson 01_Recurrent Neural Networks/
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.en.vtt	1.5 KB
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.mp4	11.2 MB
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01. Introducing Ortal .html	7.6 KB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.en.vtt	4.6 KB
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03. 02 RNN History V4 Final-HbxAnYUfRnc.en.vtt	3.8 KB
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05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.en.vtt	5.8 KB
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08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.en.vtt	8.7 KB
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10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.en.vtt	8.5 KB
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14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.en.vtt	2.6 KB
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16. 18 RNN Example V5 Final-MDLk3fhpTx0.en.vtt	5.2 KB
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19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.en.vtt	3.4 KB
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25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.en.vtt	5.9 KB
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26. Wrap Up.html	7.7 KB
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/.../Part 09-Module 01-Lesson 01_Recurrent Neural Networks/img/
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/.../Part 09-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/
01. Intro to LSTM.html	6.6 KB
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt	4.8 KB
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10. Quiz.html	7.5 KB
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/.../Part 09-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/img/
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/.../Part 09-Module 01-Lesson 03_Implementation of RNN and LSTM/
01. Intro.html	6.1 KB
02. Character-Wise RNN-dXl3eWCGLdU.en.vtt	3.4 KB
02. Character-Wise RNN-dXl3eWCGLdU.mp4	3.0 MB
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02. Character-wise RNNs.html	6.0 KB
03. Sequence Batching.html	6.0 KB
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/.../Part 09-Module 01-Lesson 03_Implementation of RNN and LSTM/img/
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/.../Part 09-Module 01-Lesson 04_Hyperparameters/
01. Introducing Jay.html	6.0 KB
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08. RNN Hyperparameters-yQvnv7l_aUo.en.vtt	4.0 KB
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/.../Part 09-Module 01-Lesson 04_Hyperparameters/img/
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/.../Part 09-Module 01-Lesson 05_Embeddings and Word2vec/
01. Embeddings Intro.html	7.1 KB
02. Implementing Word2Vec-7M431_f9HgE.en.vtt	17.3 KB
02. Implementing Word2Vec-7M431_f9HgE.mp4	24.5 MB
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02. Implementing Word2Vec-7M431_f9HgE.zh-CN.vtt	14.6 KB
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03. Subsampling Solution-MAUM_mV_lj8.en.vtt	6.1 KB
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05. Batches Solution-DdfR0RjSC-Q.en.vtt	2.7 KB
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06. Building The Network-fhSb5c6UX6M.en.vtt	5.3 KB
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/.../Part 09-Module 01-Lesson 05_Embeddings and Word2vec/img/
linear-relationships.png	115.0 KB
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/.../Part 09-Module 01-Lesson 06_Sentiment Prediction RNN/
01. Intro.html	6.5 KB
02. Sentiment Prediction-uGN3rZJRiMY.en.vtt	8.9 KB
02. Sentiment Prediction-uGN3rZJRiMY.mp4	11.8 MB
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07. Sentiment RNN 2-V9YGGjmoHS0.en.vtt	18.1 KB
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07. Sentiment RNN 2-V9YGGjmoHS0.pt-BR.vtt	16.1 KB
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/.../Part 09-Module 01-Lesson 06_Sentiment Prediction RNN/img/
mat-headshot.png	184.3 KB
/.../Part 10-Module 01-Lesson 01_Generative Adversarial Networks/
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/.../Part 10-Module 01-Lesson 01_Generative Adversarial Networks/img/
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/.../Part 10-Module 01-Lesson 02_Deep Convolutional GANs/
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/.../Part 10-Module 01-Lesson 02_Deep Convolutional GANs/img/
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/.../Part 10-Module 01-Lesson 03_Semi-Supervised Learning/
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/.../Part 10-Module 01-Lesson 03_Semi-Supervised Learning/img/
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/.../Part 11-Module 01-Lesson 01_Introduction to RL/
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/.../Part 11-Module 01-Lesson 01_Introduction to RL/img/
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/.../Part 11-Module 01-Lesson 02_The RL Framework The Problem/
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/.../Part 11-Module 01-Lesson 02_The RL Framework The Problem/img/
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/.../Part 11-Module 01-Lesson 03_The RL Framework The Solution/
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/.../Part 11-Module 01-Lesson 04_Dynamic Programming/
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/.../Part 11-Module 01-Lesson 05_Monte Carlo Methods/
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/.../Part 11-Module 01-Lesson 06_Temporal-Difference Methods/
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05. M2L3 05 V1-eZxxNNIZuwA.mp4	17.5 MB
05. M2L3 05 V1-eZxxNNIZuwA.zh-CN.vtt	6.4 KB
05. Policy Gradients.html	5.4 KB
06. M2L3 06 V1-RMjdQkl6CqE.en.vtt	0.9 KB
06. M2L3 06 V1-RMjdQkl6CqE.mp4	3.2 MB
06. M2L3 06 V1-RMjdQkl6CqE.zh-CN.vtt	0.8 KB
06. Monte Carlo Policy Gradients.html	5.4 KB
07. Constrained Policy Gradients.html	5.4 KB
07. M2L3 07 V2-ZBLLGIN1EfU.en.vtt	9.3 KB
07. M2L3 07 V2-ZBLLGIN1EfU.mp4	45.7 MB
07. M2L3 07 V2-ZBLLGIN1EfU.zh-CN.vtt	8.1 KB
08. M2L3 08 V1-og3W6CXn1F0.en.vtt	1.4 KB
08. M2L3 08 V1-og3W6CXn1F0.mp4	8.0 MB
08. M2L3 08 V1-og3W6CXn1F0.zh-CN.vtt	1.3 KB
08. Recap.html	5.4 KB
index.html	4.2 KB
/.../Part 11-Module 01-Lesson 11_Actor-Critic Methods/
01. Actor-Critic Methods.html	5.6 KB
01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.en.vtt	1.6 KB
01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.mp4	10.9 MB
01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.pt-BR.vtt	1.8 KB
01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.zh-CN.vtt	1.4 KB
02. A Better Score Function.html	5.6 KB
02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.en.vtt	2.7 KB
02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.mp4	9.1 MB
02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.pt-BR.vtt	3.2 KB
02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.zh-CN.vtt	2.4 KB
03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.en.vtt	1.7 KB
03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.mp4	6.4 MB
03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.pt-BR.vtt	2.0 KB
03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.zh-CN.vtt	1.5 KB
03. Two Function Approximators.html	5.6 KB
04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.en.vtt	2.8 KB
04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.mp4	10.5 MB
04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.pt-BR.vtt	3.1 KB
04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.zh-CN.vtt	2.5 KB
04. The Actor and The Critic.html	5.6 KB
05. Advantage Function.html	5.6 KB
05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.en.vtt	4.0 KB
05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.mp4	11.2 MB
05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.pt-BR.vtt	4.4 KB
05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.zh-CN.vtt	3.4 KB
06. Actor-Critic with Advantage.html	5.6 KB
06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.en.vtt	1.0 KB
06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.mp4	3.2 MB
06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.pt-BR.vtt	1.2 KB
06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.zh-CN.vtt	0.9 KB
07. Summary-hvYQ_3LgCYs.en.vtt	2.4 KB
07. Summary-hvYQ_3LgCYs.mp4	17.7 MB
07. Summary-hvYQ_3LgCYs.pt-BR.vtt	2.9 KB
07. Summary-hvYQ_3LgCYs.zh-CN.vtt	2.1 KB
07. Summary.html	5.4 KB
index.html	4.1 KB
/.../Part 11-Module 02-Lesson 01_Teach a Quadcopter How to Fly/
01. Project Description.html	6.1 KB
index.html	3.6 KB
Total files 3750