FreeCoursesOnline Me UDACITY Deep Learning Nanodegree Program FCO

FreeCoursesOnline Me UDACITY Deep Learning Nanodegree Program FCO

Name	[FreeCoursesOnline.Me] [UDACITY] Deep Learning Nanodegree Program - [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.6 GB
Total Files	2644
Last Seen	2025-05-25 23:47
Hash	F4AFBAC627A859C20F1E7E2B11B2D7789D3ED36C

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/.../Lesson 01_Welcome to Deep Learning/
data.json	45.5 KB
/.../Lesson 02_Applying Deep Learning/
data.json	21.5 KB
/.../Lesson 03_Anaconda/
data.json	34.3 KB
/.../Lesson 04_Jupyter Notebooks/
data.json	54.0 KB
/.../Lesson 05_Matrix Math and NumPy Refresher/
data.json	40.4 KB
/.../Lesson 01_Introduction to Neural Networks/
data.json	127.3 KB
/.../Lesson 02_Implementing Gradient Descent/
data.json	103.6 KB
/.../Lesson 03_Training Neural Networks/
data.json	18.5 KB
/.../Lesson 04_GPU Workspaces Demo/
data.json	19.9 KB
/.../Lesson 05_Project Predicting Bike Sharing Data/
data.json	9.2 KB
rubric.json	8.1 KB
/.../Lesson 06_Sentiment Analysis/
data.json	37.9 KB
/.../Lesson 07_Keras/
data.json	34.1 KB
/.../Lesson 08_TensorFlow/
data.json	117.2 KB
/.../Lesson 01_Cloud Computing/
data.json	38.6 KB
/.../Lesson 02_Convolutional Neural Networks/
data.json	99.9 KB
/.../Lesson 03_CNNs in TensorFlow/
data.json	32.1 KB
/.../Lesson 04_Weight Initialization/
data.json	8.4 KB
/.../Lesson 05_Autoencoders/
data.json	9.3 KB
/.../Lesson 06_Transfer Learning in TensorFlow/
data.json	12.2 KB
/.../Lesson 07_CNN Project Dog Breed Classifier/
data.json	10.1 KB
rubric.json	13.6 KB
/.../Lesson 08_Deep Learning for Cancer Detection with Sebastian Thrun/
data.json	79.8 KB
/.../Lesson 01_Recurrent Neural Networks/
data.json	204.0 KB
/.../Lesson 02_Long Short-Term Memory Networks (LSTM)/
data.json	21.8 KB
/.../Lesson 03_Implementation of RNN and LSTM/
data.json	14.2 KB
/.../Lesson 04_Hyperparameters/
data.json	26.6 KB
/.../Lesson 05_Embeddings and Word2vec/
data.json	12.0 KB
/.../Lesson 06_Sentiment Prediction RNN/
data.json	9.9 KB
/.../Lesson 07_Generate TV Scripts/
data.json	5.9 KB
rubric.json	13.0 KB
/.../Lesson 01_Generative Adversarial Networks/
data.json	21.1 KB
/.../Lesson 02_Deep Convolutional GANs/
data.json	14.6 KB
/.../Lesson 03_Generate Faces/
data.json	6.6 KB
rubric.json	7.4 KB
/.../Lesson 04_Semi-Supervised Learning/
data.json	13.8 KB
/.../Lesson 01_Introduction to RL/
data.json	13.4 KB
/.../Lesson 02_The RL Framework The Problem/
data.json	85.5 KB
/.../Lesson 03_The RL Framework The Solution/
data.json	56.2 KB
/.../Lesson 04_Dynamic Programming/
data.json	96.2 KB
/.../Lesson 05_Monte Carlo Methods/
data.json	84.3 KB
/.../Lesson 06_Temporal-Difference Methods/
data.json	43.9 KB
/.../Lesson 07_Solve OpenAI Gym's Taxi-v2 Task/
data.json	17.2 KB
/.../Lesson 01_RL in Continuous Spaces/
data.json	20.6 KB
/.../Lesson 02_Deep Q-Learning/
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/.../Lesson 03_Policy-Based Methods/
data.json	8.4 KB
/.../Lesson 04_Actor-Critic Methods/
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/.../Lesson 05_Teach a Quadcopter How to Fly/
data.json	35.8 KB
rubric.json	6.1 KB
/.../Lesson 01_Enroll in your next Nanodegree program/
data.json	5.6 KB
/.../Lesson 01_Evaluation Metrics/
data.json	27.8 KB
/.../Lesson 02_Regression/
data.json	74.0 KB
/.../Lesson 01_MiniFlow/
data.json	177.6 KB
/assets/css/
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jquery.mCustomScrollbar.min.css	42.8 KB
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/Part 01-Module 01-Lesson 01_Welcome to Deep Learning/
01. 01 Welcome To The Deep Learning Program-3QPEmwq2NaE.mp4	15.0 MB
01. Welcome to the Deep Learning Nanodegree Program.html	4.9 KB
02. Meet Your Instructors.html	5.2 KB
02. Meet Your Instructors--UOFRxCu414.en.vtt	1.8 KB
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03. Learning Plan.html	7.7 KB
04. Program Structure.html	12.6 KB
05. Projects You Will Build.html	5.6 KB
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05. Projects You will Build-PqpdX7YxTlU.mp4	6.5 MB
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06. Deadline Policy.html	16.1 KB
07. Udacity Support.html	9.2 KB
08. Community Guidelines.html	7.6 KB
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10. Getting Set Up.html	5.6 KB
index.html	3.8 KB
/Part 01-Module 01-Lesson 02_Applying Deep Learning/
01. Introduction.html	4.9 KB
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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
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04. Flappy Bird.html	6.4 KB
05. Books to Read.html	5.5 KB
index.html	3.3 KB
/Part 01-Module 01-Lesson 03_Anaconda/
01. Instructor.html	5.3 KB
02. Introduction.html	5.7 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
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03. What is Anaconda.html	10.3 KB
04. Installing Anaconda.html	7.3 KB
05. Managing packages.html	8.2 KB
06. Managing environments.html	8.5 KB
07. More environment actions.html	6.8 KB
08. Best practices.html	6.5 KB
09. On Python versions at Udacity.html	6.7 KB
index.html	3.6 KB
/Part 01-Module 01-Lesson 04_Jupyter Notebooks/
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02. Jupyter-qiYDWFLyXvg.mp4	7.5 MB
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt	2.5 KB
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02. What are Jupyter notebooks.html	12.0 KB
03. Installing Jupyter Notebook.html	5.4 KB
04. Launching the notebook server.html	10.4 KB
05. Notebook interface.html	9.1 KB
06. Code cells.html	5.7 KB
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10. Converting notebooks.html	6.7 KB
11. Creating a slideshow.html	7.5 KB
12. Finishing up.html	5.3 KB
index.html	3.9 KB
/Part 01-Module 01-Lesson 05_Matrix Math and NumPy Refresher/
01. Introduction.html	5.5 KB
02. Data Dimensions.html	5.3 KB
02. Data Has Dimensions-F4NSv776X0c.en.vtt	8.9 KB
02. Data Has Dimensions-F4NSv776X0c.mp4	11.1 MB
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03. Data in NumPy.html	13.1 KB
04. Element-wise Matrix Operations.html	5.4 KB
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05. Element-wise Operations in NumPy.html	8.8 KB
06. Matrix Multiplication Part 1.html	5.7 KB
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07. Matrix Multiplication Part 2-8jtk8BzBdj8.en.vtt	10.1 KB
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07. Matrix Multiplication Part 2.html	6.7 KB
08. NumPy Matrix Multiplication.html	8.3 KB
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10. Transposes in NumPy.html	8.8 KB
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/Part 02-Module 01-Lesson 01_Introduction to Neural Networks/
01. Instructor.html	8.2 KB
02. Introduction.html	8.0 KB
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02. Introduction-tn-CrUTkCUc.mp4	7.9 MB
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06. Higher Dimensions.html	9.3 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt	6.0 KB
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07. Perceptrons.html	9.2 KB
08. Why Neural Networks.html	8.1 KB
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08. Why Neural Networks-zAkzOZntK6Y.mp4	1.0 MB
08. Why Neural Networks-zAkzOZntK6Y.pt-BR.vtt	1.3 KB
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09. AND And OR Perceptrons-45K5N0P9wJk.en.vtt	3.1 KB
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09. Perceptrons as Logical Operators.html	19.9 KB
09. XOR Perceptron-TF83GfjYLdw.en.vtt	1.0 KB
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10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt	4.2 KB
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10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt	0.4 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4	266.3 KB
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10. Perceptron Trick.html	11.9 KB
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11. Perceptron Algorithm.html	15.6 KB
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14. Error Functions-jfKShxGAbok.pt-BR.vtt	9.4 KB
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14. Log-loss Error Function.html	9.7 KB
15. Discrete vs Continuous.html	10.4 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
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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
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16. DL 18 S Softmax-n8S-v_LCTms.en.vtt	2.7 KB
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16. Quiz - Softmax-NNoezNnAMTY.en.vtt	0.5 KB
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18. Maximum Likelihood.html	10.5 KB
19. Maximizing Probabilities.html	9.9 KB
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20. Cross-Entropy 1.html	8.3 KB
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20. Cross Entropy 1-iREoPUrpXvE.mp4	4.4 MB
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21. Formula For Cross 1-qvr_ego_d6w.mp4	2.2 MB
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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt	4.8 KB
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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt	4.1 KB
22. Multi-Class Cross Entropy.html	9.3 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt	1.7 KB
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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	9.8 KB
24. Gradient Descent.html	16.2 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
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt	2.6 KB
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25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt	2.3 KB
25. Logistic Regression Algorithm.html	8.1 KB
26. Pre-Lab Gradient Descent.html	9.8 KB
27. Notebook Gradient Descent.html	8.5 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	8.4 KB
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt	1.4 KB
29. Continuous Perceptrons-07-JJ-aGEfM.mp4	1.2 MB
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29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt	1.2 KB
29. Continuous Perceptrons.html	8.1 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	8.0 KB
31. Non-Linear Models.html	8.0 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
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32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt	3.1 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4	3.0 MB
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32. Combinando modelos-Boy3zHVrWB4.en.vtt	5.4 KB
32. Combinando modelos-Boy3zHVrWB4.mp4	5.0 MB
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32. Layers-pg99FkXYK0M.en.vtt	3.5 KB
32. Layers-pg99FkXYK0M.mp4	3.3 MB
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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	12.8 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt	6.3 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4	5.6 MB
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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
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33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt	1.7 KB
33. Feedforward.html	9.4 KB
34. Backpropagation.html	12.2 KB
34. Backpropagation V2-1SmY3TZTyUk.en.vtt	7.4 KB
34. Backpropagation V2-1SmY3TZTyUk.mp4	6.8 MB
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34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt	3.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4	3.5 MB
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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
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34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt	5.2 KB
35. Pre-Lab Analyzing Student Data.html	9.0 KB
36. Notebook Analyzing Student Data.html	8.5 KB
37. Outro.html	8.0 KB
index.html	5.9 KB
/Part 02-Module 01-Lesson 02_Implementing Gradient Descent/
01. Mean Squared Error Function.html	5.7 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	12.4 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
03. Gradient Descent The Math.html	5.5 KB
04. Gradient Descent The Code.html	10.4 KB
05. Implementing Gradient Descent.html	26.7 KB
06. Multilayer Perceptrons.html	20.9 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.html	19.2 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
08. Implementing Backpropagation.html	21.3 KB
09. Further Reading.html	5.3 KB
index.html	3.7 KB
/Part 02-Module 01-Lesson 03_Training Neural Networks/
01. Instructor.html	5.8 KB
02. Training Optimization.html	5.8 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
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	5.7 KB
04. Overfitting and Underfitting.html	5.8 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	5.8 KB
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt	5.4 KB
05. Model Complexity Graph-NnS0FJyVcDQ.mp4	5.2 MB
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt	5.7 KB
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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	6.8 KB
07. Regularization 2.html	5.7 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.html	5.7 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
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09. Local Minima-gF_sW_nY-xw.en.vtt	1.2 KB
09. Local Minima-gF_sW_nY-xw.mp4	839.5 KB
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09. Local Minima-gF_sW_nY-xw.zh-CN.vtt	1.0 KB
09. Local Minima.html	5.7 KB
10. Random Restart.html	5.7 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
11. Vanishing Gradient.html	5.8 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
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12. Other Activation Functions.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
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	5.9 KB
14. Learning Rate Decay.html	5.7 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.html	5.7 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
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	5.9 KB
index.html	4.2 KB
/Part 02-Module 01-Lesson 04_GPU Workspaces Demo/
01. Introduction to GPU Workspaces.html	15.2 KB
02. Workspace Playground.html	4.6 KB
03. GPU Workspace Playground.html	4.9 KB
index.html	3.2 KB
/Part 02-Module 01-Lesson 05_Project Predicting Bike Sharing Data/
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	4.7 KB
02. Project Workspace.html	5.1 KB
index.html	3.4 KB
Project Description - Your first neural network.html	9.5 KB
Project Rubric - Your first neural network.html	8.3 KB
/Part 02-Module 01-Lesson 06_Sentiment Analysis/
01. Introducing Andrew Trask.html	6.7 KB
01. Introducing Andrew Trask-ltO71Bm8b3M.en.vtt	0.7 KB
01. Introducing Andrew Trask-ltO71Bm8b3M.mp4	4.3 MB
01. Introducing Andrew Trask-ltO71Bm8b3M.pt-BR.vtt	1.3 KB
01. Introducing Andrew Trask-ltO71Bm8b3M.zh-CN.vtt	0.7 KB
02. Andrew Trask - Intro-da1I0mea1jQ.en-US.vtt	5.6 KB
02. Andrew Trask - Intro-da1I0mea1jQ.mp4	24.9 MB
02. Andrew Trask - Intro-da1I0mea1jQ.pt-BR.vtt	3.8 KB
02. Andrew Trask - Intro-da1I0mea1jQ.zh-CN.vtt	5.1 KB
02. Meet Andrew.html	6.9 KB
03. Materials.html	8.9 KB
04. The Notebooks.html	7.0 KB
05. Framing the Problem.html	6.6 KB
05. Framing the Problem-IsTOnkAKaJw.en.vtt	9.0 KB
05. Framing the Problem-IsTOnkAKaJw.mp4	18.5 MB
05. Framing the Problem-IsTOnkAKaJw.pt-BR.vtt	8.0 KB
05. Framing the Problem-IsTOnkAKaJw.zh-CN.vtt	8.5 KB
06. Mini Project 1.html	7.2 KB
07. Mini Project 1 Solution.html	6.9 KB
07. Mini Project 1 Solution-l4r5l0HvHRI.en.vtt	9.0 KB
07. Mini Project 1 Solution-l4r5l0HvHRI.mp4	26.0 MB
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08. Transforming Text into Numbers-7rHBU5cbePE.en.vtt	5.2 KB
08. Transforming Text into Numbers-7rHBU5cbePE.mp4	7.0 MB
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08. Transforming Text into Numbers-7rHBU5cbePE.zh-CN.vtt	4.4 KB
08. Transforming Text into Numbers.html	6.7 KB
09. Mini Project 2.html	9.1 KB
10. Mini Project 2 Solution-45ihpPaeO8E.en.vtt	5.2 KB
10. Mini Project 2 Solution-45ihpPaeO8E.mp4	9.7 MB
10. Mini Project 2 Solution-45ihpPaeO8E.pt-BR.vtt	4.0 KB
10. Mini Project 2 Solution-45ihpPaeO8E.zh-CN.vtt	4.7 KB
10. Mini Project 2 Solution.html	6.9 KB
11. Building a Neural Network-aM2k7RTjjJI.en.vtt	3.4 KB
11. Building a Neural Network-aM2k7RTjjJI.mp4	10.7 MB
11. Building a Neural Network-aM2k7RTjjJI.pt-BR.vtt	2.9 KB
11. Building a Neural Network-aM2k7RTjjJI.zh-CN.vtt	3.0 KB
11. Building a Neural Network.html	6.7 KB
12. Mini Project 3.html	8.2 KB
13. Mini Project 3 Solution.html	6.9 KB
13. Mini Project 3 Solution-imnxzCev4SI.en.vtt	18.9 KB
13. Mini Project 3 Solution-imnxzCev4SI.mp4	57.2 MB
13. Mini Project 3 Solution-imnxzCev4SI.pt-BR.vtt	16.2 KB
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14. Understanding Neural Noise.html	6.7 KB
14. Understanding Neural Noise-ubqhh4Iv7O4.en.vtt	16.0 KB
14. Understanding Neural Noise-ubqhh4Iv7O4.mp4	52.7 MB
14. Understanding Neural Noise-ubqhh4Iv7O4.pt-BR.vtt	14.0 KB
14. Understanding Neural Noise-ubqhh4Iv7O4.zh-CN.vtt	13.8 KB
15. Mini Project 4.html	7.3 KB
16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.en.vtt	9.5 KB
16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.mp4	21.7 MB
16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.pt-BR.vtt	8.0 KB
16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.zh-CN.vtt	8.4 KB
16. Understanding Inefficiencies in our Network.html	6.8 KB
17. Mini Project 5.html	8.1 KB
18. Mini Project 5 Solution.html	6.9 KB
18. Mini Project 5 Solution-Hv86B_jjWTI.en.vtt	9.8 KB
18. Mini Project 5 Solution-Hv86B_jjWTI.mp4	30.3 MB
18. Mini Project 5 Solution-Hv86B_jjWTI.pt-BR.vtt	8.5 KB
18. Mini Project 5 Solution-Hv86B_jjWTI.zh-CN.vtt	8.4 KB
19. Further Noise Reduction.html	6.6 KB
19. Further Noise Reduction-Kl3hWxizKVg.en.vtt	11.2 KB
19. Further Noise Reduction-Kl3hWxizKVg.mp4	23.4 MB
19. Further Noise Reduction-Kl3hWxizKVg.pt-BR.vtt	10.4 KB
19. Further Noise Reduction-Kl3hWxizKVg.zh-CN.vtt	10.2 KB
20. Mini Project 6.html	8.2 KB
21. Mini Project 6 Solution.html	7.0 KB
21. Mini Project 6 Solution-ji0famK7gOQ.en.vtt	14.3 KB
21. Mini Project 6 Solution-ji0famK7gOQ.mp4	41.0 MB
21. Mini Project 6 Solution-ji0famK7gOQ.pt-BR.vtt	12.5 KB
21. Mini Project 6 Solution-ji0famK7gOQ.zh-CN.vtt	12.4 KB
22. Analysis What's Going on in the Weights.html	7.0 KB
22. Analysis What's Going on in the Weights-UHsT35pbpcE.en.vtt	14.0 KB
22. Analysis What's Going on in the Weights-UHsT35pbpcE.mp4	35.3 MB
22. Analysis What's Going on in the Weights-UHsT35pbpcE.pt-BR.vtt	12.9 KB
22. Analysis What's Going on in the Weights-UHsT35pbpcE.zh-CN.vtt	12.4 KB
23. Andrew Trask - Outro-nIF0GLOQglQ.en-US.vtt	2.8 KB
23. Andrew Trask - Outro-nIF0GLOQglQ.mp4	12.4 MB
23. Andrew Trask - Outro-nIF0GLOQglQ.pt-BR.vtt	2.2 KB
23. Andrew Trask - Outro-nIF0GLOQglQ.zh-CN.vtt	2.5 KB
23. Conclusion.html	6.6 KB
index.html	4.8 KB
/Part 02-Module 01-Lesson 07_Keras/
01. Intro.html	5.7 KB
02. Keras.html	15.3 KB
03. Pre-Lab Student Admissions in Keras.html	11.3 KB
04. Lab Student Admissions in Keras.html	5.4 KB
05. Optimizers in Keras.html	5.8 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	4.9 KB
07. Pre-Lab IMDB Data in Keras.html	9.3 KB
08. Lab IMDB Data in Keras.html	5.4 KB
index.html	3.6 KB
/Part 02-Module 01-Lesson 08_TensorFlow/
01. Intro.html	8.0 KB
02. Installing TensorFlow.html	8.5 KB
03. Hello, Tensor World!.html	8.6 KB
04. Quiz TensorFlow Linear Function.html	21.8 KB
05. Quiz TensorFlow Softmax.html	8.8 KB
06. Quiz TensorFlow Cross Entropy.html	9.2 KB
07. Quiz Mini-batch.html	25.8 KB
08. Epochs.html	13.2 KB
09. Pre-Lab NotMNIST in TensorFlow.html	8.3 KB
10. Lab NotMNIST in TensorFlow.html	6.4 KB
11. Two-layer Neural Network.html	7.8 KB
12. Quiz TensorFlow ReLUs.html	9.4 KB
13. Deep Neural Network in TensorFlow.html	11.7 KB
14. Save and Restore TensorFlow Models.html	14.9 KB
15. Finetuning.html	10.2 KB
16. Quiz TensorFlow Dropout.html	13.9 KB
17. Conclusion-wOiUQDgGD9E.en.vtt	0.7 KB
17. Conclusion-wOiUQDgGD9E.mp4	2.7 MB
17. Conclusion-wOiUQDgGD9E.pt-BR.vtt	1.0 KB
17. Conclusion-wOiUQDgGD9E.zh-CN.vtt	0.7 KB
17. Outro.html	5.9 KB
index.html	4.3 KB
/Part 03-Module 01-Lesson 01_Cloud Computing/
01. Overview.html	6.1 KB
02. Create an AWS Account.html	5.5 KB
03. Get Access to GPU Instances.html	8.2 KB
04. Apply Credits.html	6.2 KB
05. Launch an Instance.html	12.3 KB
06. Login to the Instance.html	9.1 KB
07. More Resources.html	5.0 KB
index.html	3.5 KB
/Part 03-Module 01-Lesson 02_Convolutional Neural Networks/
01. Introducing Alexis-38ExGpdyvJI.en.vtt	0.7 KB
01. Introducing Alexis-38ExGpdyvJI.mp4	2.2 MB
01. Introducing Alexis-38ExGpdyvJI.pt-BR.vtt	0.6 KB
01. Introducing Alexis-38ExGpdyvJI.zh-CN.vtt	0.6 KB
01. Introducing Alexis.html	7.4 KB
02. Applications of CNNs-HrYNL_1SV2Y.en.vtt	5.5 KB
02. Applications of CNNs-HrYNL_1SV2Y.mp4	18.6 MB
02. Applications of CNNs-HrYNL_1SV2Y.pt-BR.vtt	5.8 KB
02. Applications of CNNs-HrYNL_1SV2Y.zh-CN.vtt	4.8 KB
02. Applications of CNNs.html	12.7 KB
03. How Computers Interpret Images.html	8.7 KB
03. How Computers Interpret Images-V4f6p6uRhu8.en.vtt	5.7 KB
03. How Computers Interpret Images-V4f6p6uRhu8.mp4	6.5 MB
03. How Computers Interpret Images-V4f6p6uRhu8.pt-BR.vtt	6.1 KB
03. How Computers Interpret Images-V4f6p6uRhu8.zh-CN.vtt	5.0 KB
04. MLPs for Image Classification.html	7.9 KB
04. MLPs For Image Classification-TIFStebu530.en.vtt	3.9 KB
04. MLPs For Image Classification-TIFStebu530.mp4	4.6 MB
04. MLPs For Image Classification-TIFStebu530.pt-BR.vtt	4.2 KB
04. MLPs For Image Classification-TIFStebu530.zh-CN.vtt	3.5 KB
05. Categorical Cross-Entropy-3sDYifgjFck.en.vtt	4.9 KB
05. Categorical Cross-Entropy-3sDYifgjFck.mp4	5.7 MB
05. Categorical Cross-Entropy-3sDYifgjFck.pt-BR.vtt	5.2 KB
05. Categorical Cross-Entropy-3sDYifgjFck.zh-CN.vtt	4.3 KB
05. Categorical Cross-Entropy.html	8.8 KB
06. Model Validation in Keras-002jNXSM6CU.en.vtt	5.6 KB
06. Model Validation in Keras-002jNXSM6CU.mp4	5.5 MB
06. Model Validation in Keras-002jNXSM6CU.pt-BR.vtt	6.2 KB
06. Model Validation in Keras-002jNXSM6CU.zh-CN.vtt	4.9 KB
06. Model Validation in Keras.html	7.9 KB
07. When do MLPs (not) work well-deMeuLdZN3Q.en.vtt	3.7 KB
07. When do MLPs (not) work well-deMeuLdZN3Q.mp4	5.8 MB
07. When do MLPs (not) work well-deMeuLdZN3Q.pt-BR.vtt	3.9 KB
07. When do MLPs (not) work well-deMeuLdZN3Q.zh-CN.vtt	3.2 KB
07. When do MLPs (not) work well .html	7.6 KB
08. Mini Project Training an MLP on MNIST.html	10.6 KB
09. Local Connectivity.html	7.2 KB
09. Local Connectivity-z9wiDg0w-Dc.en.vtt	9.2 KB
09. Local Connectivity-z9wiDg0w-Dc.mp4	13.7 MB
09. Local Connectivity-z9wiDg0w-Dc.pt-BR.vtt	9.5 KB
09. Local Connectivity-z9wiDg0w-Dc.zh-CN.vtt	7.8 KB
10. Convolutional Layers-h5R_JvdUrUI.en.vtt	7.4 KB
10. Convolutional Layers-h5R_JvdUrUI.mp4	8.4 MB
10. Convolutional Layers-h5R_JvdUrUI.pt-BR.vtt	7.7 KB
10. Convolutional Layers-h5R_JvdUrUI.zh-CN.vtt	6.2 KB
10. Convolutional Layers (Part 1).html	7.3 KB
11. Convolutional Layers (Part 2).html	8.0 KB
11. Convolutional Layers-RnM1D-XI--8.en.vtt	10.2 KB
11. Convolutional Layers-RnM1D-XI--8.mp4	20.8 MB
11. Convolutional Layers-RnM1D-XI--8.pt-BR.vtt	11.3 KB
11. Convolutional Layers-RnM1D-XI--8.zh-CN.vtt	8.9 KB
12. Stride and Padding-0r9o8hprDXQ.en.vtt	4.5 KB
12. Stride and Padding-0r9o8hprDXQ.mp4	8.4 MB
12. Stride and Padding-0r9o8hprDXQ.pt-BR.vtt	4.7 KB
12. Stride and Padding-0r9o8hprDXQ.zh-CN.vtt	3.8 KB
12. Stride and Padding.html	7.2 KB
13. Convolutional Layers in Keras.html	11.7 KB
14. Quiz Dimensionality.html	16.2 KB
15. Pooling Layers.html	7.5 KB
15. Pooling Layers-OkkIZNs7Cyc.en.vtt	5.5 KB
15. Pooling Layers-OkkIZNs7Cyc.mp4	6.1 MB
15. Pooling Layers-OkkIZNs7Cyc.pt-BR.vtt	5.9 KB
15. Pooling Layers-OkkIZNs7Cyc.zh-CN.vtt	4.7 KB
16. Max Pooling Layers in Keras.html	10.5 KB
17. CNNs for Image Classification.html	10.3 KB
17. CNNs For Image Classification-l9vg_1YUlzg.en.vtt	11.6 KB
17. CNNs For Image Classification-l9vg_1YUlzg.mp4	19.0 MB
17. CNNs For Image Classification-l9vg_1YUlzg.pt-BR.vtt	12.5 KB
17. CNNs For Image Classification-l9vg_1YUlzg.zh-CN.vtt	10.0 KB
18. CNNs in Keras Practical Example-faFvmGDwXX0.en.vtt	5.5 KB
18. CNNs in Keras Practical Example-faFvmGDwXX0.mp4	9.1 MB
18. CNNs in Keras Practical Example-faFvmGDwXX0.pt-BR.vtt	6.3 KB
18. CNNs in Keras Practical Example-faFvmGDwXX0.zh-CN.vtt	4.9 KB
18. CNNs in Keras Practical Example.html	9.0 KB
19. Mini Project CNNs in Keras.html	8.0 KB
20. Image Augmentation in Keras.html	9.1 KB
20. Image Augmentation in Keras-odStujZq3GY.en.vtt	8.4 KB
20. Image Augmentation in Keras-odStujZq3GY.mp4	10.8 MB
20. Image Augmentation in Keras-odStujZq3GY.pt-BR.vtt	8.7 KB
20. Image Augmentation in Keras-odStujZq3GY.zh-CN.vtt	7.2 KB
21. Mini Project Image Augmentation in Keras.html	8.1 KB
22. Groundbreaking CNN Architectures-ddrB-mhMfkY.en.vtt	4.0 KB
22. Groundbreaking CNN Architectures-ddrB-mhMfkY.mp4	8.5 MB
22. Groundbreaking CNN Architectures-ddrB-mhMfkY.pt-BR.vtt	4.4 KB
22. Groundbreaking CNN Architectures-ddrB-mhMfkY.zh-CN.vtt	3.6 KB
22. Groundbreaking CNN Architectures.html	8.5 KB
23. Visualizing CNNs-mnqS_EhEZVg.en.vtt	4.0 KB
23. Visualizing CNNs-mnqS_EhEZVg.mp4	9.6 MB
23. Visualizing CNNs-mnqS_EhEZVg.pt-BR.vtt	3.9 KB
23. Visualizing CNNs-mnqS_EhEZVg.zh-CN.vtt	3.4 KB
23. Visualizing CNNs (Part 1).html	9.5 KB
24. Visualizing CNNs (Part 2).html	14.2 KB
25. Transfer Learning.html	18.8 KB
25. Transfer Learning-LHG5FltaR6I.en.vtt	6.1 KB
25. Transfer Learning-LHG5FltaR6I.mp4	14.0 MB
25. Transfer Learning-LHG5FltaR6I.pt-BR.vtt	6.7 KB
25. Transfer Learning-LHG5FltaR6I.zh-CN.vtt	5.5 KB
26. Transfer Learning in Keras-HsIAznMM1LA.en.vtt	6.3 KB
26. Transfer Learning in Keras-HsIAznMM1LA.mp4	13.6 MB
26. Transfer Learning in Keras-HsIAznMM1LA.pt-BR.vtt	6.9 KB
26. Transfer Learning in Keras-HsIAznMM1LA.zh-CN.vtt	5.8 KB
26. Transfer Learning in Keras.html	8.7 KB
index.html	5.4 KB
/Part 03-Module 01-Lesson 03_CNNs in TensorFlow/
01. Convolutional Layers.html	9.2 KB
02. Quiz Convolutional Layers.html	8.3 KB
03. Solution Convolutional Layers.html	6.3 KB
04. Max Pooling Layers.html	7.4 KB
05. Quiz Max Pooling Layers.html	7.0 KB
06. Solution Max Pooling Layers.html	5.9 KB
07. CNNs in TensorFlow.html	12.5 KB
08. CNNs - Additional Resources.html	5.6 KB
index.html	3.6 KB
/Part 03-Module 01-Lesson 04_Weight Initialization/
01. Weight Initialization Intro.html	5.2 KB
02. Ones and Zeros.html	4.8 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	4.8 KB
03. Weight Initialization 2-BI3f0Cdc_nU.en.vtt	9.7 KB
03. Weight Initialization 2-BI3f0Cdc_nU.mp4	11.6 MB
03. Weight Initialization 2-BI3f0Cdc_nU.pt-BR.vtt	8.6 KB
03. Weight Initialization 2-BI3f0Cdc_nU.zh-CN.vtt	8.2 KB
04. Too Small.html	4.8 KB
04. Weight Initialization 3-JIQl0jMpdsI.en.vtt	4.3 KB
04. Weight Initialization 3-JIQl0jMpdsI.mp4	5.7 MB
04. Weight Initialization 3-JIQl0jMpdsI.pt-BR.vtt	3.7 KB
04. Weight Initialization 3-JIQl0jMpdsI.zh-CN.vtt	3.7 KB
05. Normal Distribution.html	4.8 KB
05. Weight Initialization 4-FM6t7AsodGQ.en.vtt	8.5 KB
05. Weight Initialization 4-FM6t7AsodGQ.mp4	10.0 MB
05. Weight Initialization 4-FM6t7AsodGQ.pt-BR.vtt	7.4 KB
05. Weight Initialization 4-FM6t7AsodGQ.zh-CN.vtt	7.0 KB
06. Additional Material.html	5.0 KB
index.html	3.4 KB
/Part 03-Module 01-Lesson 05_Autoencoders/
01. Autoencoder Lesson Intro.html	6.1 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	4.8 KB
03. A Simple Autoencoder.html	4.6 KB
03. A-Simple-Autoencoders 21718-lXGdkCT8E1c.en.vtt	13.3 KB
03. A-Simple-Autoencoders 21718-lXGdkCT8E1c.mp4	16.4 MB
04. Simple Autoencoder Solution.html	4.9 KB
04. Simple Autoencoder Solution-Nv_D6DHfEk8.en.vtt	7.2 KB
04. Simple Autoencoder Solution-Nv_D6DHfEk8.mp4	9.0 MB
04. Simple Autoencoder Solution-Nv_D6DHfEk8.pt-BR.vtt	6.6 KB
04. Simple Autoencoder Solution-Nv_D6DHfEk8.zh-CN.vtt	6.0 KB
05. Convolutional Autoencoders-18SZVRaumGs.en.vtt	14.5 KB
05. Convolutional Autoencoders-18SZVRaumGs.mp4	22.6 MB
05. Convolutional Autoencoders-18SZVRaumGs.pt-BR.vtt	14.2 KB
05. Convolutional Autoencoders-18SZVRaumGs.zh-CN.vtt	12.3 KB
05. Convolutional Autoencoders.html	4.9 KB
06. Convolutional Autoencoder Solutions-w3iPs6YnqmY.en.vtt	8.3 KB
06. Convolutional Autoencoder Solutions-w3iPs6YnqmY.mp4	13.3 MB
06. Convolutional Autoencoder Solutions-w3iPs6YnqmY.pt-BR.vtt	8.0 KB
06. Convolutional Autoencoder Solutions-w3iPs6YnqmY.zh-CN.vtt	7.2 KB
06. Convolutional Autoencoders Solution.html	4.9 KB
index.html	3.5 KB
/Part 03-Module 01-Lesson 06_Transfer Learning in TensorFlow/
01. Transfer Learning Intro.html	6.7 KB
02. Transfer Learning with VGGNet.html	5.2 KB
02. Transfer Learning--WmQwYr0DYjY.en.vtt	7.1 KB
02. Transfer Learning--WmQwYr0DYjY.mp4	8.7 MB
02. Transfer Learning--WmQwYr0DYjY.pt-BR.vtt	6.2 KB
02. Transfer Learning--WmQwYr0DYjY.zh-CN.vtt	6.6 KB
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	5.1 KB
04. Pretrained VGGNet-BpzI6Svmuv8.en.vtt	2.1 KB
04. Pretrained VGGNet-BpzI6Svmuv8.mp4	3.3 MB
04. Pretrained VGGNet-BpzI6Svmuv8.pt-BR.vtt	1.8 KB
04. Pretrained VGGNet-BpzI6Svmuv8.zh-CN.vtt	1.8 KB
04. VGGNet Solution.html	5.1 KB
05. Data Preparation.html	5.1 KB
05. Data Preparation-WfsDMq-b3y4.en.vtt	7.2 KB
05. Data Preparation-WfsDMq-b3y4.mp4	9.7 MB
05. Data Preparation-WfsDMq-b3y4.pt-BR.vtt	6.3 KB
05. Data Preparation-WfsDMq-b3y4.zh-CN.vtt	6.5 KB
06. Data Preparation Solution.html	5.2 KB
06. Data Preparation-WEtKkHlhhZA.en.vtt	3.6 KB
06. Data Preparation-WEtKkHlhhZA.mp4	4.6 MB
06. Data Preparation-WEtKkHlhhZA.pt-BR.vtt	3.1 KB
06. Data Preparation-WEtKkHlhhZA.zh-CN.vtt	3.4 KB
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
07. Building The Classifier-pPHiVddBY0Q.zh-CN.vtt	1.6 KB
07. Classifier.html	5.2 KB
08. Building The Classifier-6ifxRQ_gL7w.en.vtt	3.7 KB
08. Building The Classifier-6ifxRQ_gL7w.mp4	4.2 MB
08. Building The Classifier-6ifxRQ_gL7w.pt-BR.vtt	3.2 KB
08. Building The Classifier-6ifxRQ_gL7w.zh-CN.vtt	3.0 KB
08. Classifier Solution.html	5.2 KB
09. Training.html	5.2 KB
09. Training The Classifier-b7Fy3cIoJ1Y.en.vtt	3.4 KB
09. Training The Classifier-b7Fy3cIoJ1Y.mp4	4.4 MB
09. Training The Classifier-b7Fy3cIoJ1Y.pt-BR.vtt	2.7 KB
09. Training The Classifier-b7Fy3cIoJ1Y.zh-CN.vtt	2.9 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
10. Training And Testing-NLPtmQjGYCA.zh-CN.vtt	4.8 KB
10. Training solution.html	5.2 KB
index.html	3.7 KB
/Part 03-Module 01-Lesson 07_CNN Project Dog Breed Classifier/
01. CNN Project.html	6.7 KB
02. Dog Breed Workspace.html	5.0 KB
index.html	3.3 KB
Project Description - Dog Breed Classifier.html	7.9 KB
Project Rubric - Dog Breed Classifier.html	13.1 KB
/Part 03-Module 01-Lesson 08_Deep Learning for Cancer Detection with Sebastian Thrun/
01. Introduction-ZCpXvVdIdnY.en.vtt	0.9 KB
01. Introduction-ZCpXvVdIdnY.mp4	1.6 MB
01. Introduction-ZCpXvVdIdnY.pt-BR.vtt	0.9 KB
01. Introduction-ZCpXvVdIdnY.zh-CN.vtt	0.8 KB
01. Intro.html	7.4 KB
02. 02 Skin Cancer V4-70jGZeiTNgk.en.vtt	1.9 KB
02. 02 Skin Cancer V4-70jGZeiTNgk.mp4	5.0 MB
02. 02 Skin Cancer V4-70jGZeiTNgk.pt-BR.vtt	1.8 KB
02. 02 Skin Cancer V4-70jGZeiTNgk.zh-CN.vtt	1.7 KB
02. Skin Cancer.html	9.5 KB
03. Survival Probability of Skin Cancer.html	7.5 KB
03. Survival Rate-QPlp3NeGuSk.en.vtt	1.2 KB
03. Survival Rate-QPlp3NeGuSk.mp4	1.6 MB
03. Survival Rate-QPlp3NeGuSk.pt-BR.vtt	1.1 KB
03. Survival Rate-QPlp3NeGuSk.zh-CN.vtt	1.0 KB
04. Medical Classification.html	7.5 KB
04. Medical Classification-RCOSP60dV7U.en.vtt	1.4 KB
04. Medical Classification-RCOSP60dV7U.mp4	2.3 MB
04. Medical Classification-RCOSP60dV7U.pt-BR.vtt	1.2 KB
04. Medical Classification-RCOSP60dV7U.zh-CN.vtt	1.2 KB
05. The Data-2RLbbV7MQNA.en.vtt	2.0 KB
05. The Data-2RLbbV7MQNA.mp4	3.0 MB
05. The Data-2RLbbV7MQNA.pt-BR.vtt	1.8 KB
05. The Data-2RLbbV7MQNA.zh-CN.vtt	1.7 KB
05. The data.html	7.4 KB
06. 06 Image Challenge V3-Efnoj1KNPHw.en.vtt	1.1 KB
06. 06 Image Challenge V3-Efnoj1KNPHw.mp4	1.5 MB
06. 06 Image Challenge V3-Efnoj1KNPHw.pt-BR.vtt	0.9 KB
06. 06 Image Challenge V3-Efnoj1KNPHw.zh-CN.vtt	0.9 KB
06. Image Challenges.html	8.0 KB
07. 07 Quiz Data Challenges V1-F8yc7BlV93c.en.vtt	0.5 KB
07. 07 Quiz Data Challenges V1-F8yc7BlV93c.mp4	883.2 KB
07. 07 Quiz Data Challenges V1-F8yc7BlV93c.pt-BR.vtt	0.5 KB
07. 07 Quiz Data Challenges V1-F8yc7BlV93c.zh-CN.vtt	0.5 KB
07. Quiz Data Challenges.html	8.7 KB
08. Solution Data Challenges-1z3o4niQuNg.en.vtt	0.9 KB
08. Solution Data Challenges-1z3o4niQuNg.mp4	1.6 MB
08. Solution Data Challenges-1z3o4niQuNg.pt-BR.vtt	0.7 KB
08. Solution Data Challenges-1z3o4niQuNg.zh-CN.vtt	0.8 KB
08. Solution Data Challenges.html	7.5 KB
09. Training the Neural Network.html	7.5 KB
09. Training The Neural Network-HwiI-UXUx-M.en.vtt	1.1 KB
09. Training The Neural Network-HwiI-UXUx-M.mp4	1.3 MB
09. Training The Neural Network-HwiI-UXUx-M.pt-BR.vtt	1.0 KB
09. Training The Neural Network-HwiI-UXUx-M.zh-CN.vtt	1.0 KB
10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.en.vtt	0.9 KB
10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.mp4	1.7 MB
10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.pt-BR.vtt	0.8 KB
10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.zh-CN.vtt	0.7 KB
10. Quiz Random vs Pre-initialized Weights.html	8.6 KB
11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.en.vtt	1.2 KB
11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.mp4	3.0 MB
11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.pt-BR.vtt	1.0 KB
11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.zh-CN.vtt	1.0 KB
11. Solution Random vs Pre-initialized Weight.html	7.6 KB
12. Validating the Training.html	7.5 KB
12. Validating The Training-Oxm9ofvov3I.en.vtt	2.7 KB
12. Validating The Training-Oxm9ofvov3I.mp4	5.8 MB
12. Validating The Training-Oxm9ofvov3I.pt-BR.vtt	2.3 KB
12. Validating The Training-Oxm9ofvov3I.zh-CN.vtt	2.4 KB
13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.en.vtt	0.5 KB
13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.mp4	909.9 KB
13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.pt-BR.vtt	0.4 KB
13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.zh-CN.vtt	0.5 KB
13. Quiz Sensitivity and Specificity.html	9.2 KB
14. Solution Sensitivity and Specificity.html	7.6 KB
14. Solution Sensitivty And Specificity-GBZjyeMjKxc.en.vtt	0.9 KB
14. Solution Sensitivty And Specificity-GBZjyeMjKxc.mp4	1.7 MB
14. Solution Sensitivty And Specificity-GBZjyeMjKxc.pt-BR.vtt	0.8 KB
14. Solution Sensitivty And Specificity-GBZjyeMjKxc.zh-CN.vtt	0.8 KB
15. More on Sensitivity and Specificity.html	10.6 KB
16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.en.vtt	0.5 KB
16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.mp4	1.2 MB
16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.pt-BR.vtt	0.5 KB
16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.zh-CN.vtt	0.5 KB
16. Quiz Diagnosing Cancer.html	8.5 KB
17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.en.vtt	1.5 KB
17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.mp4	2.4 MB
17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.pt-BR.vtt	1.4 KB
17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.zh-CN.vtt	1.3 KB
17. Solution Diagnosing Cancer.html	10.0 KB
18. Images-1GdiN5Wc8LA.mp4	404.9 KB
18. Refresh on ROC Curves.html	10.8 KB
18. ROC Curve-2Iw5TiGzJI4.en.vtt	8.9 KB
18. ROC Curve-2Iw5TiGzJI4.mp4	7.0 MB
18. ROC Curve-2Iw5TiGzJI4.pt-BR.vtt	8.3 KB
18. ROC Curve-2Iw5TiGzJI4.zh-CN.vtt	7.5 KB
19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.en.vtt	0.8 KB
19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.mp4	1.2 MB
19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.pt-BR.vtt	0.7 KB
19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.zh-CN.vtt	0.7 KB
19. Quiz ROC Curve.html	8.7 KB
20. Solution ROC Curve.html	7.5 KB
20. Solution ROC Curve-sdUUf6RRmXI.en.vtt	0.9 KB
20. Solution ROC Curve-sdUUf6RRmXI.mp4	1.2 MB
20. Solution ROC Curve-sdUUf6RRmXI.pt-BR.vtt	0.6 KB
20. Solution ROC Curve-sdUUf6RRmXI.zh-CN.vtt	0.8 KB
21. Comparing our Results with Doctors.html	7.4 KB
21. ROC Curve-fWwe_JlpnlQ.en.vtt	3.1 KB
21. ROC Curve-fWwe_JlpnlQ.mp4	2.8 MB
21. ROC Curve-fWwe_JlpnlQ.pt-BR.vtt	2.7 KB
21. ROC Curve-fWwe_JlpnlQ.zh-CN.vtt	2.6 KB
22. Visualization-aGIGB4Ta3_A.en.vtt	1.9 KB
22. Visualization-aGIGB4Ta3_A.mp4	2.5 MB
22. Visualization-aGIGB4Ta3_A.pt-BR.vtt	1.8 KB
22. Visualization-aGIGB4Ta3_A.zh-CN.vtt	1.5 KB
22. Visualization.html	7.4 KB
23. What is the network looking at.html	7.6 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
23. What Is The Neural Network Looking At-qN-rvoxPbBw.pt-BR.vtt	1.8 KB
23. What Is The Neural Network Looking At-qN-rvoxPbBw.zh-CN.vtt	1.9 KB
24. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt	5.6 KB
24. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt	5.8 KB
24. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4	5.3 MB
24. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt	4.9 KB
24. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt	5.1 KB
24. Refresh on Confusion Matrices.html	15.1 KB
25. Confusion Matrix-3rpN-YYlfes.en.vtt	1.7 KB
25. Confusion Matrix-3rpN-YYlfes.mp4	3.2 MB
25. Confusion Matrix-3rpN-YYlfes.pt-BR.vtt	1.6 KB
25. Confusion Matrix-3rpN-YYlfes.zh-CN.vtt	1.4 KB
25. Confusion Matrix.html	7.4 KB
26. Conclusion.html	7.4 KB
26. Conclusion-WhpE_8sTt-0.en.vtt	3.7 KB
26. Conclusion-WhpE_8sTt-0.mp4	8.6 MB
26. Conclusion-WhpE_8sTt-0.pt-BR.vtt	3.4 KB
26. Conclusion-WhpE_8sTt-0.zh-CN.vtt	3.3 KB
27. Useful Resources.html	8.6 KB
28. Mini Project Introduction.html	7.5 KB
28. Mini Project Introduction-Rgf3YVFWl-M.en.vtt	0.5 KB
28. Mini Project Introduction-Rgf3YVFWl-M.mp4	1.2 MB
28. Mini Project Introduction-Rgf3YVFWl-M.pt-BR.vtt	0.5 KB
28. Mini Project Introduction-Rgf3YVFWl-M.zh-CN.vtt	0.5 KB
29. Mini Project Dermatologist AI.html	19.5 KB
index.html	5.6 KB
/Part 04-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
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.pt-BR.vtt	1.7 KB
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.zh-CN.vtt	1.4 KB
01. Introducing Ortal .html	7.0 KB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.en.vtt	4.6 KB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.mp4	21.9 MB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.pt-BR.vtt	4.9 KB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.zh-CN.vtt	4.2 KB
02. RNN Introduction.html	7.7 KB
03. 02 RNN History V4 Final-HbxAnYUfRnc.en.vtt	3.8 KB
03. 02 RNN History V4 Final-HbxAnYUfRnc.mp4	25.4 MB
03. 02 RNN History V4 Final-HbxAnYUfRnc.pt-BR.vtt	4.2 KB
03. 02 RNN History V4 Final-HbxAnYUfRnc.zh-CN.vtt	3.4 KB
03. RNN History.html	10.3 KB
04. 03 RNN Applications V3 Final-6JbTNARuKII.en.vtt	2.8 KB
04. 03 RNN Applications V3 Final-6JbTNARuKII.mp4	18.1 MB
04. 03 RNN Applications V3 Final-6JbTNARuKII.pt-BR.vtt	3.1 KB
04. 03 RNN Applications V3 Final-6JbTNARuKII.zh-CN.vtt	2.6 KB
04. RNN Applications.html	8.5 KB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.en.vtt	5.8 KB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.mp4	27.0 MB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.pt-BR.vtt	6.2 KB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.zh-CN.vtt	5.1 KB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.en.vtt	4.6 KB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.mp4	20.6 MB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.pt-BR.vtt	4.8 KB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.zh-CN.vtt	4.1 KB
05. Feedforward Neural Network-Reminder.html	10.7 KB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.en.vtt	5.3 KB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.mp4	18.6 MB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.pt-BR.vtt	5.8 KB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.zh-CN.vtt	4.6 KB
06. 07 FeedForward B V3-kTYbTVh1d0k.en.vtt	7.7 KB
06. 07 FeedForward B V3-kTYbTVh1d0k.mp4	27.9 MB
06. 07 FeedForward B V3-kTYbTVh1d0k.pt-BR.vtt	8.0 KB
06. 07 FeedForward B V3-kTYbTVh1d0k.zh-CN.vtt	6.9 KB
06. The Feedforward Process.html	14.6 KB
07. Feedforward Quiz.html	10.1 KB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.en.vtt	8.7 KB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.mp4	36.5 MB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.pt-BR.vtt	8.6 KB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.zh-CN.vtt	7.4 KB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.en.vtt	2.6 KB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.mp4	13.4 MB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.pt-BR.vtt	2.8 KB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.zh-CN.vtt	2.2 KB
08. Backpropagation- Theory.html	11.6 KB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.en.vtt	4.5 KB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.mp4	15.5 MB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.pt-BR.vtt	4.7 KB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.zh-CN.vtt	3.8 KB
09. Backpropagation - Example (part a).html	14.5 KB
09. Regra da cadeia-YAhIBOnbt54.en.vtt	1.7 KB
09. Regra da cadeia-YAhIBOnbt54.mp4	1.5 MB
09. Regra da cadeia-YAhIBOnbt54.pt-BR.vtt	1.8 KB
09. Regra da cadeia-YAhIBOnbt54.zh-CN.vtt	1.5 KB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.en.vtt	8.5 KB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.mp4	38.9 MB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.pt-BR.vtt	9.2 KB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.zh-CN.vtt	7.0 KB
10. Backpropagation- Example (part b).html	18.8 KB
11. Backpropagation Quiz.html	11.2 KB
12. 14 RNN A V4 Final-ofbnDxGSUcg.en.vtt	5.8 KB
12. 14 RNN A V4 Final-ofbnDxGSUcg.mp4	10.9 MB
12. 14 RNN A V4 Final-ofbnDxGSUcg.pt-BR.vtt	5.9 KB
12. 14 RNN A V4 Final-ofbnDxGSUcg.zh-CN.vtt	5.2 KB
12. RNN (part a).html	9.2 KB
13. 16 RNN B V4 Final-wsif3p5t7CI.en.vtt	5.4 KB
13. 16 RNN B V4 Final-wsif3p5t7CI.mp4	22.1 MB
13. 16 RNN B V4 Final-wsif3p5t7CI.pt-BR.vtt	6.1 KB
13. 16 RNN B V4 Final-wsif3p5t7CI.zh-CN.vtt	4.7 KB
13. RNN (part b).html	12.3 KB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.en.vtt	2.6 KB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.mp4	11.0 MB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.pt-BR.vtt	2.8 KB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.zh-CN.vtt	2.3 KB
14. RNN- Unfolded Model.html	7.1 KB
15. Unfolded Model Quiz.html	8.5 KB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.en.vtt	5.2 KB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.mp4	23.2 MB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.pt-BR.vtt	5.6 KB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.zh-CN.vtt	4.7 KB
16. RNN- Example.html	7.4 KB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.en.vtt	4.1 KB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.mp4	22.6 MB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.pt-BR.vtt	4.4 KB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.zh-CN.vtt	3.6 KB
17. Backpropagation Through Time (part a).html	12.5 KB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.en.vtt	4.5 KB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.mp4	19.0 MB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.pt-BR.vtt	4.8 KB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.zh-CN.vtt	3.8 KB
18. Backpropagation Through Time (part b).html	17.5 KB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.en.vtt	3.4 KB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.mp4	18.1 MB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.pt-BR.vtt	3.8 KB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.zh-CN.vtt	2.9 KB
19. Backpropagation Through Time (part c).html	13.9 KB
20. BPTT Quiz 1.html	8.7 KB
21. BPTT Quiz 2.html	8.4 KB
22. BPTT Quiz 3.html	12.0 KB
23. Some more math.html	13.4 KB
24. RNN Summary.html	13.4 KB
24. RNN Summary-nXP0oGGRrO8.en.vtt	5.7 KB
24. RNN Summary-nXP0oGGRrO8.mp4	7.6 MB
24. RNN Summary-nXP0oGGRrO8.pt-BR.vtt	6.3 KB
24. RNN Summary-nXP0oGGRrO8.zh-CN.vtt	5.0 KB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.en.vtt	5.9 KB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.mp4	37.9 MB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.pt-BR.vtt	6.8 KB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.zh-CN.vtt	5.4 KB
25. From RNN to LSTM.html	9.5 KB
26. Wrap Up.html	7.1 KB
index.html	5.0 KB
/Part 04-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/
01. Intro to LSTM.html	6.0 KB
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt	4.8 KB
02. RNN Vs LSTM-70MgF-IwAr8.mp4	3.8 MB
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt	4.3 KB
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt	4.3 KB
02. RNN vs LSTM.html	5.2 KB
03. Basics of LSTM.html	5.3 KB
03. LSTM Basics-gjb68a4XsqE.en.vtt	5.3 KB
03. LSTM Basics-gjb68a4XsqE.mp4	4.2 MB
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt	5.2 KB
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt	4.7 KB
04. Architecture of LSTM.html	5.3 KB
04. LSTM Architecture-ycwthhdx8ws.en.vtt	1.5 KB
04. LSTM Architecture-ycwthhdx8ws.mp4	1.1 MB
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt	1.5 KB
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt	1.4 KB
05. Learn Gate-aVHVI7ovbHY.en.vtt	2.7 KB
05. Learn Gate-aVHVI7ovbHY.mp4	2.3 MB
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt	2.7 KB
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt	2.6 KB
05. The Learn Gate.html	5.9 KB
06. Forget Gate-iWxpfxLUPSU.en.vtt	1.3 KB
06. Forget Gate-iWxpfxLUPSU.mp4	1.1 MB
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt	1.4 KB
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt	1.1 KB
06. The Forget Gate.html	5.8 KB
07. Remember Gate-0qlm86HaXuU.en.vtt	0.7 KB
07. Remember Gate-0qlm86HaXuU.mp4	693.2 KB
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt	0.7 KB
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt	0.6 KB
07. The Remember Gate.html	5.7 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt	1.8 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4	1.6 MB
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt	1.8 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt	1.5 KB
08. The Use Gate.html	5.9 KB
09. Putting it All Together.html	5.3 KB
09. Putting It All Together-IF8FlKW-Zo0.en.vtt	2.5 KB
09. Putting It All Together-IF8FlKW-Zo0.mp4	1.7 MB
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt	2.4 KB
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt	2.2 KB
10. Quiz.html	7.1 KB
11. Other architectures.html	5.7 KB
11. Other Architectures-MsxFDuYlTuQ.en.vtt	2.4 KB
11. Other Architectures-MsxFDuYlTuQ.mp4	1.8 MB
11. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt	2.5 KB
11. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt	2.1 KB
12. Outro LSTM.html	5.2 KB
index.html	3.8 KB
/Part 04-Module 01-Lesson 03_Implementation of RNN and LSTM/
01. Intro.html	5.6 KB
02. Character-Wise RNN-dXl3eWCGLdU.en.vtt	3.4 KB
02. Character-Wise RNN-dXl3eWCGLdU.mp4	3.0 MB
02. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt	3.7 KB
02. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt	3.1 KB
02. Character-wise RNNs.html	5.5 KB
03. Sequence Batching.html	5.5 KB
03. Sequence-Batching-Z4OiyU0Cldg.en.vtt	2.1 KB
03. Sequence-Batching-Z4OiyU0Cldg.mp4	2.4 MB
03. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt	2.4 KB
03. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt	2.0 KB
04. Character-wise RNN Notebook.html	5.8 KB
05. Implementing a Character-wise RNN.html	5.6 KB
05. Implementing a Character-wise RNN-KPCMn_jg2oY.en.vtt	10.2 KB
05. Implementing a Character-wise RNN-KPCMn_jg2oY.mp4	14.3 MB
05. Implementing a Character-wise RNN-KPCMn_jg2oY.pt-BR.vtt	10.9 KB
05. Implementing a Character-wise RNN-KPCMn_jg2oY.zh-CN.vtt	8.9 KB
06. Batching Data Solution.html	5.5 KB
06. Batching Data Solution-o3nBxHJLQcc.en.vtt	4.4 KB
06. Batching Data Solution-o3nBxHJLQcc.mp4	5.3 MB
06. Batching Data Solution-o3nBxHJLQcc.pt-BR.vtt	4.4 KB
06. Batching Data Solution-o3nBxHJLQcc.zh-CN.vtt	3.8 KB
07. LSTM Cell-ajC-5uWB8S4.en.vtt	6.2 KB
07. LSTM Cell-ajC-5uWB8S4.mp4	8.2 MB
07. LSTM Cell-ajC-5uWB8S4.pt-BR.vtt	6.4 KB
07. LSTM Cell-ajC-5uWB8S4.zh-CN.vtt	5.4 KB
07. LSTM Cell.html	5.4 KB
08. LSTM Cell Solution.html	5.5 KB
08. LSTM Cell Solution-X4uA0dq_4jA.en.vtt	3.2 KB
08. LSTM Cell Solution-X4uA0dq_4jA.mp4	3.7 MB
08. LSTM Cell Solution-X4uA0dq_4jA.pt-BR.vtt	3.1 KB
08. LSTM Cell Solution-X4uA0dq_4jA.zh-CN.vtt	2.9 KB
09. RNN Output.html	5.4 KB
09. RNN Output-RkanDkcrTxs.en.vtt	5.9 KB
09. RNN Output-RkanDkcrTxs.mp4	9.4 MB
09. RNN Output-RkanDkcrTxs.pt-BR.vtt	5.8 KB
09. RNN Output-RkanDkcrTxs.zh-CN.vtt	5.3 KB
10. Network Loss.html	5.4 KB
10. Network Loss-itu-uNK4brc.en.vtt	3.2 KB
10. Network Loss-itu-uNK4brc.mp4	4.5 MB
10. Network Loss-itu-uNK4brc.pt-BR.vtt	3.2 KB
10. Network Loss-itu-uNK4brc.zh-CN.vtt	2.8 KB
11. Output And Loss Solutions-CT8hcU7FmGc.en.vtt	3.5 KB
11. Output And Loss Solutions-CT8hcU7FmGc.mp4	4.9 MB
11. Output And Loss Solutions-CT8hcU7FmGc.pt-BR.vtt	3.3 KB
11. Output And Loss Solutions-CT8hcU7FmGc.zh-CN.vtt	3.1 KB
11. Output and Loss Solutions.html	5.5 KB
12. Build the Network.html	5.5 KB
12. Build The Network-RVNjDlWTBQU.en.vtt	4.2 KB
12. Build The Network-RVNjDlWTBQU.mp4	7.4 MB
12. Build The Network-RVNjDlWTBQU.pt-BR.vtt	4.1 KB
12. Build The Network-RVNjDlWTBQU.zh-CN.vtt	3.5 KB
13. Build The Network And Results-hu8iMMqajmQ.en.vtt	8.0 KB
13. Build The Network And Results-hu8iMMqajmQ.mp4	13.9 MB
13. Build The Network And Results-hu8iMMqajmQ.pt-BR.vtt	7.8 KB
13. Build The Network And Results-hu8iMMqajmQ.zh-CN.vtt	7.0 KB
13. Build the Network Solution.html	5.6 KB
index.html	4.0 KB
/Part 04-Module 01-Lesson 04_Hyperparameters/
01. Introducing Jay.html	5.4 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
02. Introduction-erwnzFD7AeE.zh-CN.vtt	2.1 KB
02. Introduction.html	5.1 KB
03. Learning Rate-HLMjeDez7ps.en.vtt	12.0 KB
03. Learning Rate-HLMjeDez7ps.mp4	10.1 MB
03. Learning Rate-HLMjeDez7ps.pt-BR.vtt	10.5 KB
03. Learning Rate-HLMjeDez7ps.zh-CN.vtt	10.4 KB
03. Learning Rate.html	5.7 KB
04. Learning Rate.html	7.3 KB
05. Minibatch Size-GrrO1NFxaW8.en.vtt	5.5 KB
05. Minibatch Size-GrrO1NFxaW8.mp4	5.0 MB
05. Minibatch Size-GrrO1NFxaW8.pt-BR.vtt	4.9 KB
05. Minibatch Size-GrrO1NFxaW8.zh-CN.vtt	4.9 KB
05. Minibatch Size.html	5.4 KB
06. Number Of Iterations-TTdHpSb4DV8.en.vtt	1.7 KB
06. Number Of Iterations-TTdHpSb4DV8.mp4	1.5 MB
06. Number Of Iterations-TTdHpSb4DV8.pt-BrR.vtt	1.6 KB
06. Number Of Iterations-TTdHpSb4DV8.pt-BR.vtt	1.6 KB
06. Number Of Iterations-TTdHpSb4DV8.zh-CN.vtt	1.5 KB
06. Number of Training Iterations Epochs.html	7.9 KB
07. Number of Hidden Units Layers.html	6.1 KB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.en.vtt	3.3 KB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.mp4	3.6 MB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.pt-BR.vtt	3.1 KB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.zh-CN.vtt	2.9 KB
08. RNN Hyperparameters.html	11.5 KB
08. RNN Hyperparameters-yQvnv7l_aUo.en.vtt	4.0 KB
08. RNN Hyperparameters-yQvnv7l_aUo.mp4	4.3 MB
08. RNN Hyperparameters-yQvnv7l_aUo.pt-BR.vtt	3.8 KB
08. RNN Hyperparameters-yQvnv7l_aUo.zh-CN.vtt	3.7 KB
09. RNN Hyperparameters.html	6.4 KB
10. Sources & References.html	6.2 KB
index.html	3.7 KB
/Part 04-Module 01-Lesson 05_Embeddings and Word2vec/
01. Embeddings Intro.html	6.5 KB
02. Implementing Word2Vec-7M431_f9HgE.en.vtt	17.3 KB
02. Implementing Word2Vec-7M431_f9HgE.mp4	24.5 MB
02. Implementing Word2Vec-7M431_f9HgE.pt-BR.vtt	17.6 KB
02. Implementing Word2Vec-7M431_f9HgE.zh-CN.vtt	14.6 KB
02. Implementing Word2Vec.html	5.1 KB
03. Subsampling Solution.html	5.1 KB
03. Subsampling Solution-MAUM_mV_lj8.en.vtt	6.1 KB
03. Subsampling Solution-MAUM_mV_lj8.mp4	10.1 MB
03. Subsampling Solution-MAUM_mV_lj8.pt-BR.vtt	6.4 KB
03. Subsampling Solution-MAUM_mV_lj8.zh-CN.vtt	5.2 KB
04. Making Batches.html	5.0 KB
04. Making Batches-jx7qwdw-94k.en.vtt	4.6 KB
04. Making Batches-jx7qwdw-94k.mp4	8.1 MB
04. Making Batches-jx7qwdw-94k.pt-BR.vtt	4.6 KB
04. Making Batches-jx7qwdw-94k.zh-CN.vtt	3.9 KB
05. Batches Solution-DdfR0RjSC-Q.en.vtt	2.7 KB
05. Batches Solution-DdfR0RjSC-Q.mp4	4.1 MB
05. Batches Solution-DdfR0RjSC-Q.pt-BR.vtt	2.6 KB
05. Batches Solution-DdfR0RjSC-Q.zh-CN.vtt	2.5 KB
05. Batches Solution.html	5.1 KB
06. Building The Network-fhSb5c6UX6M.en.vtt	5.3 KB
06. Building The Network-fhSb5c6UX6M.mp4	8.5 MB
06. Building The Network-fhSb5c6UX6M.pt-BR.vtt	5.0 KB
06. Building The Network-fhSb5c6UX6M.zh-CN.vtt	4.2 KB
06. Building the Network.html	5.1 KB
07. Negative Sampling-gW17AHBKbHY.en.vtt	2.6 KB
07. Negative Sampling-gW17AHBKbHY.mp4	4.4 MB
07. Negative Sampling-gW17AHBKbHY.pt-BR.vtt	2.4 KB
07. Negative Sampling-gW17AHBKbHY.zh-CN.vtt	2.2 KB
07. Negative Sampling.html	5.1 KB
08. Building the Network Solution.html	5.2 KB
08. Building The Network Solution-pkBAhQ2Ki-8.en.vtt	4.2 KB
08. Building The Network Solution-pkBAhQ2Ki-8.mp4	7.7 MB
08. Building The Network Solution-pkBAhQ2Ki-8.pt-BR.vtt	4.1 KB
08. Building The Network Solution-pkBAhQ2Ki-8.zh-CN.vtt	3.4 KB
09. Training Results.html	5.1 KB
09. Training Results-uISA5ns47s8.en.vtt	4.5 KB
09. Training Results-uISA5ns47s8.mp4	10.3 MB
09. Training Results-uISA5ns47s8.pt-BR.vtt	4.5 KB
09. Training Results-uISA5ns47s8.zh-CN.vtt	3.9 KB
index.html	3.7 KB
/Part 04-Module 01-Lesson 06_Sentiment Prediction RNN/
01. Intro.html	5.9 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	4.8 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	4.8 KB
04. Creating Testing Sets-BRBbrNLz1ho.en.vtt	2.1 KB
04. Creating Testing Sets-BRBbrNLz1ho.mp4	2.2 MB
04. Creating Testing Sets-BRBbrNLz1ho.pt-BR.vtt	1.8 KB
04. Creating Testing Sets-BRBbrNLz1ho.zh-CN.vtt	1.7 KB
04. Creating Testing Sets.html	5.2 KB
05. Building The RNN 1-XTD6slf64fM.en.vtt	14.2 KB
05. Building The RNN 1-XTD6slf64fM.mp4	20.0 MB
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	5.0 KB
06. Training the Network.html	4.8 KB
06. Training The Network-nknJ3Xu3ld0.en.vtt	6.5 KB
06. Training The Network-nknJ3Xu3ld0.mp4	8.8 MB
06. Training The Network-nknJ3Xu3ld0.pt-BR.vtt	5.8 KB
06. Training The Network-nknJ3Xu3ld0.zh-CN.vtt	5.6 KB
07. Sentiment RNN 2-V9YGGjmoHS0.en.vtt	18.1 KB
07. Sentiment RNN 2-V9YGGjmoHS0.mp4	24.2 MB
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	4.8 KB
index.html	3.4 KB
/Part 04-Module 01-Lesson 07_Generate TV Scripts/
01. Introduction.html	4.7 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
01. Project-3-Intro-qNpv7IjQzo0.pt-BR.vtt	0.7 KB
01. Project-3-Intro-qNpv7IjQzo0.zh-CN.vtt	0.6 KB
02. TV Script Workspace.html	5.0 KB
index.html	3.3 KB
Project Description - Generate TV Scripts.html	6.1 KB
Project Rubric - Generate TV Scripts.html	12.6 KB
/Part 05-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
01. GANs Intro-F7XgI6TmaGI.pt-BR.vtt	1.3 KB
01. GANs Intro-F7XgI6TmaGI.zh-CN.vtt	1.5 KB
01. Introducing Ian Goodfellow.html	6.2 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	6.1 KB
03. How GANs work.html	6.4 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
03. Other Generative Models, How GANs Work-MF0QCP1OC9I.pt-BR.vtt	7.7 KB
03. Other Generative Models, How GANs Work-MF0QCP1OC9I.zh-CN.vtt	6.6 KB
04. Games and Equilibria.html	6.2 KB
04. Games, Equilibrium, GANs Solution Render-2zi8DOWIVas.en.vtt	11.0 KB
04. Games, Equilibrium, GANs Solution Render-2zi8DOWIVas.mp4	14.1 MB
04. Games, Equilibrium, GANs Solution Render-2zi8DOWIVas.pt-BR.vtt	11.5 KB
04. Games, Equilibrium, GANs Solution Render-2zi8DOWIVas.zh-CN.vtt	9.7 KB
05. GANs Architecture -gaEs7ccZv_Q.en.vtt	12.0 KB
05. GANs Architecture -gaEs7ccZv_Q.mp4	16.7 MB
05. GANs Architecture -gaEs7ccZv_Q.pt-BR.vtt	12.8 KB
05. GANs Architecture -gaEs7ccZv_Q.zh-CN.vtt	10.5 KB
05. Practical tips and tricks for training GANs.html	6.1 KB
06. Build a GAN.html	6.8 KB
07. Get started with a GAN.html	6.1 KB
07. Getting Started with GANs-QA2ntKUha4g.en.vtt	4.1 KB
07. Getting Started with GANs-QA2ntKUha4g.mp4	5.3 MB
07. Getting Started with GANs-QA2ntKUha4g.pt-BR.vtt	3.9 KB
07. Getting Started with GANs-QA2ntKUha4g.zh-CN.vtt	3.7 KB
08. Generator Network-btHVXnICmzQ.en.vtt	6.9 KB
08. Generator Network-btHVXnICmzQ.mp4	7.4 MB
08. Generator Network-btHVXnICmzQ.pt-BR.vtt	6.2 KB
08. Generator Network-btHVXnICmzQ.zh-CN.vtt	6.2 KB
08. Generator Network.html	6.1 KB
09. Discriminator Network.html	6.1 KB
09. Discriminator Network-nWXxT8OqCfs.en.vtt	1.1 KB
09. Discriminator Network-nWXxT8OqCfs.mp4	1.1 MB
09. Discriminator Network-nWXxT8OqCfs.pt-BR.vtt	0.9 KB
09. Discriminator Network-nWXxT8OqCfs.zh-CN.vtt	1.1 KB
10. Generator and Discriminator Solutions-9By2pAck044.en.vtt	6.1 KB
10. Generator and Discriminator Solutions-9By2pAck044.mp4	6.6 MB
10. Generator and Discriminator Solutions-9By2pAck044.pt-BR.vtt	5.4 KB
10. Generator and Discriminator Solutions-9By2pAck044.zh-CN.vtt	5.4 KB
10. Generator and Discriminator Solutions.html	6.2 KB
11. Building the Network-5sZkRSHfiAE.en.vtt	3.9 KB
11. Building the Network-5sZkRSHfiAE.mp4	4.4 MB
11. Building the Network-5sZkRSHfiAE.pt-BR.vtt	3.4 KB
11. Building the Network-5sZkRSHfiAE.zh-CN.vtt	3.5 KB
11. Building the Network.html	6.1 KB
12. Building the Network Solution.html	6.1 KB
12. Building the Network Solution-Ikp3rVzG970.en.vtt	3.5 KB
12. Building the Network Solution-Ikp3rVzG970.mp4	4.5 MB
12. Building the Network Solution-Ikp3rVzG970.pt-BR.vtt	3.0 KB
12. Building the Network Solution-Ikp3rVzG970.zh-CN.vtt	3.2 KB
13. Training Losses.html	6.0 KB
13. Training Losses-IaAeDrXMEcU.en.vtt	3.9 KB
13. Training Losses-IaAeDrXMEcU.mp4	6.1 MB
13. Training Losses-IaAeDrXMEcU.pt-BR.vtt	3.7 KB
13. Training Losses-IaAeDrXMEcU.zh-CN.vtt	3.4 KB
14. Training Optimizers-AU5gH7LS57E.en.vtt	3.1 KB
14. Training Optimizers-AU5gH7LS57E.mp4	3.6 MB
14. Training Optimizers-AU5gH7LS57E.pt-BR.vtt	2.8 KB
14. Training Optimizers-AU5gH7LS57E.zh-CN.vtt	2.7 KB
14. Training Optimizers.html	6.1 KB
15. Training Losses and Optimizers Solution.html	6.2 KB
15. Training Losses and Optimizers Solutions-HlABZ9Q7xEo.en.vtt	5.2 KB
15. Training Losses and Optimizers Solutions-HlABZ9Q7xEo.mp4	7.2 MB
15. Training Losses and Optimizers Solutions-HlABZ9Q7xEo.pt-BR.vtt	5.1 KB
15. Training Losses and Optimizers Solutions-HlABZ9Q7xEo.zh-CN.vtt	4.7 KB
16. A Trained GAN.html	6.0 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
17. Doing More With Your GAN.html	7.7 KB
index.html	4.5 KB
/Part 05-Module 01-Lesson 02_Deep Convolutional GANs/
01. Deep Convolutional GANs.html	6.3 KB
02. DCGAN Architecture.html	5.2 KB
02. Deconvolution-sX_AxtB6CHI.en.vtt	7.4 KB
02. Deconvolution-sX_AxtB6CHI.mp4	8.7 MB
02. Deconvolution-sX_AxtB6CHI.pt-BR.vtt	7.2 KB
02. Deconvolution-sX_AxtB6CHI.zh-CN.vtt	6.6 KB
03. Batch Normalization.html	6.2 KB
04. DCGAN Implementation.html	5.8 KB
05. DCGAN And The Generator-CH6BxLTKt7s.en.vtt	11.3 KB
05. DCGAN And The Generator-CH6BxLTKt7s.mp4	16.8 MB
05. DCGAN And The Generator-CH6BxLTKt7s.pt-BR.vtt	9.3 KB
05. DCGAN And The Generator-CH6BxLTKt7s.zh-CN.vtt	9.9 KB
05. DCGAN and the Generator.html	5.3 KB
06. Generator Solution.html	5.2 KB
06. Generator Solution-jyPwUEZg05Q.en.vtt	3.9 KB
06. Generator Solution-jyPwUEZg05Q.mp4	7.6 MB
06. Generator Solution-jyPwUEZg05Q.pt-BR.vtt	3.2 KB
06. Generator Solution-jyPwUEZg05Q.zh-CN.vtt	3.4 KB
07. Discriminator.html	5.2 KB
07. Discriminator-XRqOUbf96eI.en.vtt	3.2 KB
07. Discriminator-XRqOUbf96eI.mp4	3.4 MB
07. Discriminator-XRqOUbf96eI.pt-BR.vtt	2.6 KB
07. Discriminator-XRqOUbf96eI.zh-CN.vtt	2.7 KB
08. Discriminator Solution-ffPWI2yJscw.en.vtt	3.4 KB
08. Discriminator Solution-ffPWI2yJscw.mp4	4.1 MB
08. Discriminator Solution-ffPWI2yJscw.pt-BR.vtt	2.8 KB
08. Discriminator Solution-ffPWI2yJscw.zh-CN.vtt	3.1 KB
08. Discriminator Solution.html	5.3 KB
09. Building and Training the Network.html	5.3 KB
09. Building And Training The Network-nXKk9GI4X14.en.vtt	6.3 KB
09. Building And Training The Network-nXKk9GI4X14.mp4	8.5 MB
09. Building And Training The Network-nXKk9GI4X14.pt-BR.vtt	4.7 KB
09. Building And Training The Network-nXKk9GI4X14.zh-CN.vtt	5.3 KB
10. Hyperparameter Solutions.html	5.3 KB
10. Hyperparameters Solution-Rt8MlVDtpi8.en.vtt	4.3 KB
10. Hyperparameters Solution-Rt8MlVDtpi8.mp4	7.3 MB
10. Hyperparameters Solution-Rt8MlVDtpi8.pt-BR.vtt	3.6 KB
10. Hyperparameters Solution-Rt8MlVDtpi8.zh-CN.vtt	3.7 KB
index.html	3.8 KB
/Part 05-Module 01-Lesson 03_Generate Faces/
01. Last Project - Congrats-UUqU8SYBZ9Q.en.vtt	0.8 KB
01. Last Project - Congrats-UUqU8SYBZ9Q.mp4	2.3 MB
01. Last Project - Congrats-UUqU8SYBZ9Q.pt-BR.vtt	0.9 KB
01. Last Project - Congrats-UUqU8SYBZ9Q.zh-CN.vtt	0.8 KB
01. One Project Away!.html	4.7 KB
02. P5 Intro-jvJtHYBX7sM.en.vtt	1.1 KB
02. P5 Intro-jvJtHYBX7sM.mp4	1.7 MB
02. P5 Intro-jvJtHYBX7sM.pt-BR.vtt	1.1 KB
02. P5 Intro-jvJtHYBX7sM.zh-CN.vtt	1.1 KB
02. Project Introduction.html	4.7 KB
03. Face Generation Workspace.html	5.1 KB
index.html	3.4 KB
Project Description - Generate Faces.html	5.5 KB
Project Rubric - Generate Faces.html	7.8 KB
/Part 05-Module 01-Lesson 04_Semi-Supervised Learning/
01. Semi-supervised Learning.html	6.5 KB
02. Semi-Supervised Classification with GANs.html	5.6 KB
02. Semi-Supervised Learning-_LRpHPxZaX0.en.vtt	10.4 KB
02. Semi-Supervised Learning-_LRpHPxZaX0.mp4	10.6 MB
02. Semi-Supervised Learning-_LRpHPxZaX0.pt-BR.vtt	9.8 KB
02. Semi-Supervised Learning-_LRpHPxZaX0.zh-CN.vtt	9.5 KB
03. Introducing Semi-Supervised Learning.html	5.7 KB
03. Introducing Semi-Supervised Learning-tnCClNy5z5c.en.vtt	5.0 KB
03. Introducing Semi-Supervised Learning-tnCClNy5z5c.mp4	6.2 MB
03. Introducing Semi-Supervised Learning-tnCClNy5z5c.pt-BR.vtt	4.7 KB
03. Introducing Semi-Supervised Learning-tnCClNy5z5c.zh-CN.vtt	4.7 KB
04. Data Prep.html	5.5 KB
04. Data Prep-P5hOx09mwaM.en.vtt	5.5 KB
04. Data Prep-P5hOx09mwaM.mp4	6.4 MB
04. Data Prep-P5hOx09mwaM.pt-BR.vtt	4.7 KB
04. Data Prep-P5hOx09mwaM.zh-CN.vtt	4.9 KB
05. Building The Generator And Discriminator.html	5.7 KB
05. Building The Generator And Discriminator-OWytckbbeGQ.en.vtt	15.5 KB
05. Building The Generator And Discriminator-OWytckbbeGQ.mp4	18.8 MB
05. Building The Generator And Discriminator-OWytckbbeGQ.pt-BR.vtt	14.9 KB
05. Building The Generator And Discriminator-OWytckbbeGQ.zh-CN.vtt	14.1 KB
06. Model Loss Exercise.html	5.6 KB
06. Model Loss Exercise-W7TawMNxBds.en.vtt	12.8 KB
06. Model Loss Exercise-W7TawMNxBds.mp4	16.6 MB
06. Model Loss Exercise-W7TawMNxBds.pt-BR.vtt	20.3 KB
06. Model Loss Exercise-W7TawMNxBds.zh-CN.vtt	11.0 KB
07. Model Optimization Exercise.html	5.6 KB
07. Model Optimization Exercise-wNpI1wUA4Io.en.vtt	10.9 KB
07. Model Optimization Exercise-wNpI1wUA4Io.mp4	13.3 MB
07. Model Optimization Exercise-wNpI1wUA4Io.pt-BR.vtt	18.0 KB
07. Model Optimization Exercise-wNpI1wUA4Io.zh-CN.vtt	9.4 KB
08. Training The Network.html	5.6 KB
08. Training The Network -P-LXQPVXl4A.en.vtt	4.8 KB
08. Training The Network -P-LXQPVXl4A.mp4	5.7 MB
08. Training The Network -P-LXQPVXl4A.pt-BR.vtt	7.9 KB
08. Training The Network -P-LXQPVXl4A.zh-CN.vtt	4.3 KB
09. Discriminator Solution.html	5.6 KB
09. Discriminator Solution-_X8ssUzu_Bo.en.vtt	5.2 KB
09. Discriminator Solution-_X8ssUzu_Bo.mp4	7.8 MB
09. Discriminator Solution-_X8ssUzu_Bo.pt-BR.vtt	5.0 KB
09. Discriminator Solution-_X8ssUzu_Bo.zh-CN.vtt	4.4 KB
10. Model Loss Solution.html	5.6 KB
10. Model Loss Solution-r3DtohmychE.en.vtt	6.9 KB
10. Model Loss Solution-r3DtohmychE.mp4	9.3 MB
10. Model Loss Solution-r3DtohmychE.pt-BR.vtt	6.9 KB
10. Model Loss Solution-r3DtohmychE.zh-CN.vtt	5.9 KB
11. Model Optimizer Solution.html	5.6 KB
11. Model Optimizer Solution-_Qhz9SbR7xY.en.vtt	3.4 KB
11. Model Optimizer Solution-_Qhz9SbR7xY.mp4	4.3 MB
11. Model Optimizer Solution-_Qhz9SbR7xY.pt-BR.vtt	3.5 KB
11. Model Optimizer Solution-_Qhz9SbR7xY.zh-CN.vtt	3.1 KB
12. Trained Semi-Supervised GAN-9yWYZDX8-O8.en.vtt	6.1 KB
12. Trained Semi-Supervised GAN-9yWYZDX8-O8.mp4	7.5 MB
12. Trained Semi-Supervised GAN-9yWYZDX8-O8.pt-BR.vtt	5.8 KB
12. Trained Semi-Supervised GAN-9yWYZDX8-O8.zh-CN.vtt	5.4 KB
12. Trained Semi-Supervised GAN.html	5.6 KB
index.html	4.1 KB
/Part 06-Module 01-Lesson 01_Introduction to RL/
01. Introduction-6jSFl5kxIBs.en.vtt	2.5 KB
01. Introduction-6jSFl5kxIBs.mp4	5.4 MB
01. Introduction-6jSFl5kxIBs.pt-BR.vtt	2.5 KB
01. Introduction-6jSFl5kxIBs.zh-CN.vtt	2.2 KB
01. Introduction.html	5.0 KB
02. Applications-CV6B84mKRNM.en.vtt	3.3 KB
02. Applications-CV6B84mKRNM.mp4	8.9 MB
02. Applications-CV6B84mKRNM.pt-BR.vtt	3.5 KB
02. Applications-CV6B84mKRNM.zh-CN.vtt	3.0 KB
02. Applications.html	6.8 KB
03. The Setting.html	4.6 KB
03. The Setting-nh8Gwdu19nc.en.vtt	7.2 KB
03. The Setting-nh8Gwdu19nc.mp4	8.1 MB
03. The Setting-nh8Gwdu19nc.pt-BR.vtt	7.5 KB
03. The Setting-nh8Gwdu19nc.zh-CN.vtt	6.2 KB
04. OpenAI Gym.html	6.6 KB
04. OpenAI Gym-MktEOWp3QLg.en.vtt	2.3 KB
04. OpenAI Gym-MktEOWp3QLg.mp4	9.9 MB
04. OpenAI Gym-MktEOWp3QLg.pt-BR.vtt	2.5 KB
04. OpenAI Gym-MktEOWp3QLg.zh-CN.vtt	2.1 KB
05. Resources.html	5.4 KB
05. Resources-_YPqfAnCqtk.en.vtt	2.1 KB
05. Resources-_YPqfAnCqtk.mp4	7.3 MB
05. Resources-_YPqfAnCqtk.pt-BR.vtt	2.4 KB
05. Resources-_YPqfAnCqtk.zh-CN.vtt	1.9 KB
06. Reference Guide.html	5.1 KB
index.html	3.3 KB
/Part 06-Module 01-Lesson 02_The RL Framework The Problem/
01. Introduction.html	6.4 KB
01. Introduction-X_9l_ZqXXBA.en.vtt	0.8 KB
01. Introduction-X_9l_ZqXXBA.mp4	3.0 MB
01. Introduction-X_9l_ZqXXBA.pt-BR.vtt	0.9 KB
01. Introduction-X_9l_ZqXXBA.zh-CN.vtt	0.7 KB
02. The Setting, Revisited.html	6.2 KB
02. The Setting, Revisited-V6Q1uF8a6kA.en.vtt	5.7 KB
02. The Setting, Revisited-V6Q1uF8a6kA.mp4	7.7 MB
02. The Setting, Revisited-V6Q1uF8a6kA.pt-BR.vtt	5.9 KB
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03. Episodic vs. Continuing Tasks-E1I-BPanSM8.en.vtt	2.9 KB
03. Episodic vs. Continuing Tasks-E1I-BPanSM8.mp4	10.6 MB
03. Episodic vs. Continuing Tasks-E1I-BPanSM8.pt-BR.vtt	3.1 KB
03. Episodic vs. Continuing Tasks-E1I-BPanSM8.zh-CN.vtt	2.5 KB
03. Episodic vs. Continuing Tasks.html	6.2 KB
04. Quiz Test Your Intuition.html	12.4 KB
05. Quiz Episodic or Continuing.html	8.7 KB
06. The Reward Hypothesis.html	6.2 KB
06. The Reward Hypothesis-uAqNwgZ49JE.en.vtt	3.5 KB
06. The Reward Hypothesis-uAqNwgZ49JE.mp4	4.6 MB
06. The Reward Hypothesis-uAqNwgZ49JE.pt-BR.vtt	3.8 KB
06. The Reward Hypothesis-uAqNwgZ49JE.zh-CN.vtt	3.1 KB
07. Goals and Rewards, Part 1.html	6.2 KB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.en.vtt	3.3 KB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.mp4	7.2 MB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.pt-BR.vtt	3.7 KB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.zh-CN.vtt	2.9 KB
08. Goals and Rewards, Part 2.html	6.8 KB
08. Goals and Rewards, Part 2-pVIFc72VYH8.en.vtt	5.9 KB
08. Goals and Rewards, Part 2-pVIFc72VYH8.mp4	8.4 MB
08. Goals and Rewards, Part 2-pVIFc72VYH8.pt-BR.vtt	6.5 KB
08. Goals and Rewards, Part 2-pVIFc72VYH8.zh-CN.vtt	5.1 KB
09. Quiz Goals and Rewards.html	12.8 KB
10. Cumulative Reward.html	6.2 KB
10. Cumulative Reward-ysriH65lV9o.en.vtt	5.5 KB
10. Cumulative Reward-ysriH65lV9o.mp4	10.4 MB
10. Cumulative Reward-ysriH65lV9o.pt-BR.vtt	6.1 KB
10. Cumulative Reward-ysriH65lV9o.zh-CN.vtt	4.5 KB
11. Discounted Return.html	7.0 KB
11. Discounted Return-opXGNPwwn7g.en.vtt	7.3 KB
11. Discounted Return-opXGNPwwn7g.mp4	15.0 MB
11. Discounted Return-opXGNPwwn7g.pt-BR.vtt	8.2 KB
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18. Finite MDPs.html	11.0 KB
19. Summary.html	11.9 KB
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/Part 06-Module 01-Lesson 03_The RL Framework The Solution/
01. Introduction-9Wyf5Zsska8.en.vtt	1.4 KB
01. Introduction-9Wyf5Zsska8.mp4	5.7 MB
01. Introduction-9Wyf5Zsska8.pt-BR.vtt	1.4 KB
01. Introduction-9Wyf5Zsska8.zh-CN.vtt	1.2 KB
01. Introduction.html	5.7 KB
02. Policies-hc3LrvaC13U.en.vtt	4.9 KB
02. Policies-hc3LrvaC13U.mp4	21.2 MB
02. Policies-hc3LrvaC13U.pt-BR.vtt	5.6 KB
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02. Policies.html	5.4 KB
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08. Optimality.html	5.4 KB
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09. Action-Value Functions.html	6.3 KB
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/Part 06-Module 01-Lesson 04_Dynamic Programming/
01. Introduction-ek2PD9RDrWw.en.vtt	1.1 KB
01. Introduction-ek2PD9RDrWw.mp4	6.5 MB
01. Introduction-ek2PD9RDrWw.pt-BR.vtt	1.1 KB
01. Introduction-ek2PD9RDrWw.zh-CN.vtt	0.9 KB
01. Introduction.html	7.6 KB
02. OpenAI Gym FrozenLakeEnv.html	10.1 KB
03. Your Workspace.html	9.6 KB
04. Another Gridworld Example.html	7.5 KB
04. Another Gridworld Example-n9SbomnLb-U.en.vtt	2.1 KB
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05. An Iterative Method-AX-hG3KvwzY.en.vtt	7.7 KB
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05. An Iterative Method, Part 1.html	7.0 KB
06. An Iterative Method, Part 2.html	13.1 KB
07. Quiz An Iterative Method.html	11.3 KB
08. Iterative Policy Evaluation-eDXIL_oOJHI.en.vtt	7.5 KB
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09. Implementation.html	12.5 KB
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11. Action Values.html	11.9 KB
12. Implementation.html	8.8 KB
13. Mini Project DP (Part 2).html	7.4 KB
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14. Policy Improvement.html	7.0 KB
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23. Value Iteration.html	7.0 KB
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24. Implementation.html	9.8 KB
25. Mini Project DP (Part 6).html	7.4 KB
26. Check Your Understanding.html	10.3 KB
27. Summary.html	13.7 KB
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/Part 06-Module 01-Lesson 05_Monte Carlo Methods/
01. Introduction.html	6.8 KB
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01. Introduction-W2EP3riQSus.mp4	5.2 MB
01. Introduction-W2EP3riQSus.pt-BR.vtt	1.0 KB
01. Introduction-W2EP3riQSus.zh-CN.vtt	0.8 KB
02. OpenAI Gym BlackjackEnv.html	9.0 KB
03. MC Prediction State Values-0q2wSWyuBj8.en.vtt	8.7 KB
03. MC Prediction State Values-0q2wSWyuBj8.mp4	35.0 MB
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04. Implementation.html	9.1 KB
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06. MC Prediction Action Values-08tLtbh0xLs.en.vtt	6.2 KB
06. MC Prediction Action Values-08tLtbh0xLs.mp4	23.1 MB
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06. MC Prediction Action Values.html	6.7 KB
07. Implementation.html	8.4 KB
08. Mini Project MC (Part 2).html	7.1 KB
09. Generalized Policy Iteration.html	6.7 KB
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10. MC Control Incremental Mean-E2RITH-2NUE.en.vtt	5.6 KB
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10. MC Control Incremental Mean.html	6.7 KB
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12. MC Control Policy Evaluation-3_opwMzpEEI.en.vtt	2.3 KB
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13. MC Control Policy Improvement.html	6.7 KB
14. Quiz Epsilon-Greedy Policies.html	14.4 KB
15. Exploration vs. Exploitation.html	17.3 KB
16. Implementation.html	7.4 KB
17. Mini Project MC (Part 3).html	7.1 KB
18. MC Control Constant-alpha, Part 1.html	6.7 KB
18. MC Control Constant-alpha-QFV1nI9Zpoo.en.vtt	4.0 KB
18. MC Control Constant-alpha-QFV1nI9Zpoo.mp4	13.1 MB
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19. MC Control Constant-alpha, Part 2.html	15.2 KB
20. Implementation.html	7.5 KB
21. Mini Project MC (Part 4).html	7.1 KB
22. Summary.html	15.0 KB
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/Part 06-Module 01-Lesson 06_Temporal-Difference Methods/
01. Introduction.html	6.0 KB
01. Introduction-yXErXQulI_o.en.vtt	3.0 KB
01. Introduction-yXErXQulI_o.mp4	21.7 MB
01. Introduction-yXErXQulI_o.zh-CN.vtt	2.5 KB
02. OpenAI Gym CliffWalkingEnv.html	7.9 KB
03. TD Prediction TD(0)-CsD6b0csU7o.en.vtt	9.0 KB
03. TD Prediction TD(0)-CsD6b0csU7o.mp4	31.6 MB
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03. TD Prediction TD(0).html	5.8 KB
04. Implementation.html	7.7 KB
05. Mini Project TD (Parts 0 and 1).html	6.4 KB
06. TD Prediction Action Values-1c029-7_9GA.en.vtt	2.7 KB
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08. Implementation.html	8.3 KB
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11. Implementation.html	6.7 KB
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14. Implementation.html	7.4 KB
15. Mini Project TD (Part 4).html	6.4 KB
16. Analyzing Performance.html	8.2 KB
17. Summary.html	10.0 KB
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/Part 06-Module 01-Lesson 07_Solve OpenAI Gym's Taxi-v2 Task/
01. Introduction.html	7.7 KB
02. Instructions.html	10.8 KB
03. Mini Project.html	5.0 KB
index.html	3.2 KB
/Part 06-Module 02-Lesson 01_RL in Continuous Spaces/
01. Deep Reinforcement Learning-GPjK124RU5g.en.vtt	6.6 KB
01. Deep Reinforcement Learning-GPjK124RU5g.mp4	34.8 MB
01. Deep Reinforcement Learning-GPjK124RU5g.pt-BR.vtt	7.5 KB
01. Deep Reinforcement Learning-GPjK124RU5g.zh-CN.vtt	5.8 KB
01. Deep Reinforcement Learning.html	6.1 KB
02. Resources.html	7.9 KB
03. Discrete vs. Continuous Spaces.html	5.7 KB
03. Discrete vs. Continuous Spaces-uHstLeRzaE8.en.vtt	6.7 KB
03. Discrete vs. Continuous Spaces-uHstLeRzaE8.mp4	22.4 MB
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05. Discretization.html	5.6 KB
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13. Non-Linear Function Approximation.html	5.7 KB
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14. Summary.html	5.6 KB
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index.html	4.1 KB
/Part 06-Module 02-Lesson 02_Deep Q-Learning/
01. Intro to Deep Q-Learning.html	5.6 KB
01. Intro to Deep Q-Learning-o3cmuUDhP3I.en.vtt	1.5 KB
01. Intro to Deep Q-Learning-o3cmuUDhP3I.mp4	9.5 MB
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02. Neural Nets as Value Functions-cBi7vLrk8QQ.en.vtt	3.8 KB
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03. Monte Carlo Learning.html	5.8 KB
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04. Temporal Difference Learning.html	5.6 KB
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05. Q-Learning-AI5gLgYMSq8.en.vtt	5.4 KB
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09. Deep Q-Learning Algorithm.html	6.1 KB
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10. DQN Improvements.html	6.4 KB
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11. Implementing Deep Q-Learning.html	6.5 KB
12. TensorFlow Implementation.html	5.9 KB
13. Wrap Up.html	5.4 KB
13. Wrap Up-x6JggcDTcys.en.vtt	1.3 KB
13. Wrap Up-x6JggcDTcys.mp4	7.6 MB
13. Wrap Up-x6JggcDTcys.pt-BR.vtt	1.5 KB
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index.html	4.0 KB
/Part 06-Module 02-Lesson 03_Policy-Based Methods/
01. M2L3 01 V1-YOSREyp04HA.en.vtt	0.9 KB
01. M2L3 01 V1-YOSREyp04HA.mp4	5.2 MB
01. M2L3 01 V1-YOSREyp04HA.zh-CN.vtt	0.8 KB
01. Policy-Based Methods.html	4.9 KB
02. M2L3 02 V2-ToS8vXGdODE.en.vtt	9.3 KB
02. M2L3 02 V2-ToS8vXGdODE.mp4	34.1 MB
02. M2L3 02 V2-ToS8vXGdODE.zh-CN.vtt	8.3 KB
02. Why Policy-Based Methods.html	4.9 KB
03. M2L3 03 V2-TePX-0Bs23E.en.vtt	6.1 KB
03. M2L3 03 V2-TePX-0Bs23E.mp4	19.8 MB
03. M2L3 03 V2-TePX-0Bs23E.zh-CN.vtt	5.4 KB
03. Policy Function Approximation.html	4.9 KB
04. M2L3 04 V1-QicxmyE5vTo.en.vtt	5.5 KB
04. M2L3 04 V1-QicxmyE5vTo.mp4	22.0 MB
04. M2L3 04 V1-QicxmyE5vTo.zh-CN.vtt	4.7 KB
04. Stochastic Policy Search.html	4.9 KB
05. M2L3 05 V1-eZxxNNIZuwA.en.vtt	7.5 KB
05. M2L3 05 V1-eZxxNNIZuwA.mp4	17.5 MB
05. M2L3 05 V1-eZxxNNIZuwA.zh-CN.vtt	6.4 KB
05. Policy Gradients.html	4.9 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	4.9 KB
07. Constrained Policy Gradients.html	4.9 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	4.8 KB
index.html	3.6 KB
/Part 06-Module 02-Lesson 04_Actor-Critic Methods/
01. Actor-Critic Methods.html	5.0 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	5.0 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	5.0 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	5.0 KB
05. Advantage Function.html	5.0 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	5.1 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.html	4.8 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
index.html	3.5 KB
/Part 06-Module 02-Lesson 05_Teach a Quadcopter How to Fly/
01. Project Intro.html	9.4 KB
02. Quadcopter workspace.html	5.6 KB
03. Replay Buffer.html	6.1 KB
04. DDPG Actor.html	9.5 KB
05. DDPG Critic.html	8.8 KB
06. DDPG Agent.html	10.3 KB
07. Ornstein–Uhlenbeck Noise.html	6.9 KB
08. Troubleshooting.html	8.4 KB
index.html	3.8 KB
Project Description - Teach a Quadcopter How to Fly.html	5.8 KB
Project Rubric - Teach a Quadcopter How to Fly.html	7.8 KB
/Part 07-Module 01-Lesson 01_Enroll in your next Nanodegree program/
01. Enroll in your next ND program.html	7.4 KB
index.html	3.1 KB
/Part 08-Module 01-Lesson 01_Evaluation Metrics/
01. Intro.html	5.4 KB
02. Confusion Matrix.html	7.9 KB
02. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt	5.6 KB
02. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt	5.8 KB
02. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4	5.3 MB
02. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt	4.9 KB
02. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt	5.1 KB
03. Confusion Matrix 2.html	5.3 KB
03. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt	1.1 KB
03. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt	1.1 KB
03. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4	1.2 MB
03. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt	0.9 KB
03. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt	1.0 KB
04. Accuracy.html	6.3 KB
04. Accuracy-s6SfhPTNOHA.en-US.vtt	2.1 KB
04. Accuracy-s6SfhPTNOHA.en.vtt	1.8 KB
04. Accuracy-s6SfhPTNOHA.mp4	2.5 MB
04. Accuracy-s6SfhPTNOHA.pt-BR.vtt	1.9 KB
04. Accuracy-s6SfhPTNOHA.zh-CN.vtt	1.7 KB
05. Accuracy 2.html	5.3 KB
05. Accuracy 2-ueYCLfd_aNQ.en-US.vtt	0.7 KB
05. Accuracy 2-ueYCLfd_aNQ.en.vtt	0.7 KB
05. Accuracy 2-ueYCLfd_aNQ.mp4	587.6 KB
05. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt	0.6 KB
05. Accuracy 2-ueYCLfd_aNQ.pt.vtt	0.7 KB
05. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt	0.5 KB
06. When accuracy won't work.html	5.1 KB
06. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt	2.9 KB
06. When Accuracy Wont Work-r0-O-gIDXZ0.mp4	2.3 MB
06. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt	2.9 KB
07. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt	3.0 KB
07. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4	2.3 MB
07. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt	2.7 KB
07. False Negatives and Positives.html	7.5 KB
08. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt	2.9 KB
08. Answer False Negatives And Positives-KOytJL1lvgg.mp4	2.3 MB
08. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt	2.9 KB
08. Precision and Recall.html	5.5 KB
09. 06 Precision SC V1-q2wVorBfefU.en.vtt	2.8 KB
09. 06 Precision SC V1-q2wVorBfefU.mp4	2.4 MB
09. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt	2.7 KB
09. Precision.html	6.7 KB
10. 07 Recall SC V1-0n5wUZiefkQ.en.vtt	3.1 KB
10. 07 Recall SC V1-0n5wUZiefkQ.mp4	2.3 MB
10. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt	2.9 KB
10. Recall.html	6.9 KB
11. ROC Curve-2Iw5TiGzJI4.en.vtt	8.9 KB
11. ROC Curve-2Iw5TiGzJI4.mp4	7.0 MB
11. ROC Curve-2Iw5TiGzJI4.pt-BR.vtt	8.3 KB
11. ROC Curve-2Iw5TiGzJI4.zh-CN.vtt	7.5 KB
11. ROC Curve.html	5.1 KB
index.html	3.7 KB
/Part 08-Module 01-Lesson 02_Regression/
01. Intro.html	6.7 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	8.0 KB
03. Solution Housing Prices.html	6.7 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
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	6.7 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	6.7 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	6.7 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	6.7 KB
08. Gradient Descent-4s4x9h6AN5Y.en.vtt	5.7 KB
08. Gradient Descent-4s4x9h6AN5Y.mp4	4.5 MB
08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt	5.4 KB
08. Gradient Descent.html	7.4 KB
09. Mean Absolute Error.html	6.7 KB
09. Mean Absolute Error-vLKiY0Ehors.en.vtt	3.6 KB
09. Mean Absolute Error-vLKiY0Ehors.mp4	2.7 MB
09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt	3.4 KB
10. Mean Squared Error.html	6.7 KB
10. Mean Squared Error-MRyxmZDngI4.en.vtt	2.6 KB
10. Mean Squared Error-MRyxmZDngI4.mp4	1.9 MB
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt	2.3 KB
11. Minimizing Error Functions.html	8.8 KB
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt	4.6 KB
11. Minimizing Error Functions-RbT2TXN_6tY.mp4	4.0 MB
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt	4.7 KB
12. Mean vs Total Error.html	8.0 KB
13. Mini-batch Gradient Descent.html	8.4 KB
14. Absolute Error vs Squared Error.html	10.5 KB
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt	0.8 KB
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4	676.1 KB
14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt	0.8 KB
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt	1.0 KB
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4	709.4 KB
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt	1.0 KB
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt	1.0 KB
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4	894.1 KB
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt	1.0 KB
15. Linear Regression in scikit-learn.html	16.7 KB
16. Higher Dimensions.html	6.7 KB
16. Higher Dimensions--UvpQV1qmiE.en.vtt	3.0 KB
16. Higher Dimensions--UvpQV1qmiE.mp4	2.8 MB
16. Higher Dimensions--UvpQV1qmiE.pt-BR.vtt	2.8 KB
17. Multiple Linear Regression.html	13.1 KB
18. Closed Form Solution-G3fRVgLa5gI.en.vtt	3.6 KB
18. Closed Form Solution-G3fRVgLa5gI.mp4	3.0 MB
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt	3.5 KB
18. Closed Form Solution.html	6.9 KB
19. (Optional) Closed form Solution Math.html	14.3 KB
20. Linear Regression Warnings.html	8.7 KB
21. Polynomial Regression-DBhWG-PagEQ.en.vtt	1.3 KB
21. Polynomial Regression-DBhWG-PagEQ.mp4	1.0 MB
21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt	1.2 KB
21. Polynomial Regression.html	6.7 KB
22. Regularization.html	6.7 KB
22. Regularization-PyFNIcsNma0.en.vtt	11.1 KB
22. Regularization-PyFNIcsNma0.mp4	9.2 MB
22. Regularization-PyFNIcsNma0.pt-BR.vtt	10.6 KB
23. Neural Network Regression-aUJCBqBfEnI.mp4	3.6 MB
23. Neural Network Regression-aUJCBqBfEnI.pt-BR.vtt	3.8 KB
23. Neural Network Regression.html	6.6 KB
24. Neural Networks Playground.html	7.3 KB
25. Conclusion-pyeojf0NniQ.en.vtt	0.6 KB
25. Conclusion-pyeojf0NniQ.mp4	1.6 MB
25. Conclusion-pyeojf0NniQ.pt-BR.vtt	0.6 KB
25. Outro.html	6.6 KB
index.html	5.0 KB
/Part 08-Module 02-Lesson 01_MiniFlow/
01. Miniflow Introduction-Nqp_UifEwt0.en-US.vtt	1.2 KB
01. Miniflow Introduction-Nqp_UifEwt0.mp4	8.4 MB
01. Miniflow Introduction-Nqp_UifEwt0.pt-BR.vtt	1.3 KB
01. Miniflow Introduction-Nqp_UifEwt0.zh-CN.vtt	1.1 KB
01. Welcome to MiniFlow.html	5.6 KB
02. Graphs.html	9.9 KB
03. MiniFlow Architecture.html	9.9 KB
04. Forward Propagation.html	14.7 KB
05. Forward Propagation Solution.html	12.9 KB
06. Learning and Loss.html	13.0 KB
07. Linear Transform.html	19.3 KB
07. Pixels are Features!-qE5YYXtPq9U.en-US.vtt	0.1 KB
07. Pixels are Features!-qE5YYXtPq9U.mp4	1.1 MB
07. Pixels are Features!-qE5YYXtPq9U.pt-BR.vtt	0.1 KB
08. Sigmoid Function.html	17.1 KB
09. Cost.html	17.5 KB
10. Cost Solution.html	6.8 KB
11. Gradient Descent.html	11.5 KB
12. Backpropagation.html	36.5 KB
13. Stochastic Gradient Descent.html	24.0 KB
14. SGD Solution.html	19.4 KB
15. Outro.html	5.8 KB
index.html	4.0 KB
/
Discuss.FreeTutorials.Us.html	169.7 KB
FreeCoursesOnline.Me.html	110.9 KB
FreeTutorials.Eu.html	104.7 KB
index.rar	15.6 KB
Presented By SaM.txt	0.0 KB
[TGx]Downloaded from torrentgalaxy.org.txt	0.5 KB
Torrent Downloaded From GloDls.to.txt	0.1 KB
Total files 2644