TGx:Udemy - Deep Learning A-Z Hands-On Artificial Neural Networks [FreeAllCourse]

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Udemy - Deep Learning A-Z Hands-On Artificial Neural Networks [FreeAllCourse]

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07-02-2020 08:24

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File	Size
1. Welcome to the course/1. Updates on Udemy Reviews.mp4	61.15 MB
1. Welcome to the course/1. Updates on Udemy Reviews.srt	6.27 kB
1. Welcome to the course/2. What is Deep Learning.mp4	31.32 MB
1. Welcome to the course/2. What is Deep Learning.srt	23.86 kB
1. Welcome to the course/3. BONUS Learning Paths.html	2.37 kB
1. Welcome to the course/4. Installing Python.mp4	20.39 MB
1. Welcome to the course/4. Installing Python.srt	16.30 kB
1. Welcome to the course/5. How to get the dataset.mp4	6.49 MB
1. Welcome to the course/5. How to get the dataset.srt	3.49 kB
1. Welcome to the course/6. Colab File.html	665.00 B
1. Welcome to the course/6.1 DL-A-Z-Colab-Run-Instructions.ipynb.zip.zip	2.25 kB
1. Welcome to the course/6.2 DL Colab Changes.zip.zip	279.94 MB
1. Welcome to the course/7. BONUS Meet Your Instructors.html	1.19 kB
1. Welcome to the course/8. Some Additional Resources!!.html	611.00 B
1. Welcome to the course/9. FAQBot!.html	1.76 kB
10. Building a CNN/1. How to get the dataset.mp4	6.49 MB
10. Building a CNN/1. How to get the dataset.srt	3.49 kB
10. Building a CNN/10. Building a CNN - Step 7.mp4	12.58 MB
10. Building a CNN/10. Building a CNN - Step 7.srt	12.37 kB
10. Building a CNN/11. Building a CNN - Step 8.mp4	6.80 MB
10. Building a CNN/11. Building a CNN - Step 8.srt	5.64 kB
10. Building a CNN/12. Building a CNN - Step 9.mp4	46.87 MB
10. Building a CNN/12. Building a CNN - Step 9.srt	39.65 kB
10. Building a CNN/13. Building a CNN - Step 10.mp4	20.54 MB
10. Building a CNN/13. Building a CNN - Step 10.srt	17.33 kB
10. Building a CNN/2. Installing Keras.html	927.00 B
10. Building a CNN/3. Introduction to CNNs.mp4	7.84 MB
10. Building a CNN/3. Introduction to CNNs.srt	8.60 kB
10. Building a CNN/4. Building a CNN - Step 1.mp4	19.19 MB
10. Building a CNN/4. Building a CNN - Step 1.srt	18.52 kB
10. Building a CNN/5. Building a CNN - Step 2.mp4	5.85 MB
10. Building a CNN/5. Building a CNN - Step 2.srt	5.68 kB
10. Building a CNN/6. Building a CNN - Step 3.mp4	2.24 MB
10. Building a CNN/6. Building a CNN - Step 3.srt	2.37 kB
10. Building a CNN/7. Building a CNN - Step 4.mp4	27.19 MB
10. Building a CNN/7. Building a CNN - Step 4.srt	26.70 kB
10. Building a CNN/8. Building a CNN - Step 5.mp4	9.91 MB
10. Building a CNN/8. Building a CNN - Step 5.srt	9.84 kB
10. Building a CNN/9. Building a CNN - Step 6.mp4	9.70 MB
10. Building a CNN/9. Building a CNN - Step 6.srt	10.35 kB
11. Homework - What's that pet/1. Homework Instruction.html	838.00 B
11. Homework - What's that pet/2. Homework Solution.mp4	40.96 MB
11. Homework - What's that pet/2. Homework Solution.srt	30.76 kB
12. Evaluating, Improving and Tuning the CNN/1. Homework Challenge - Get the gold medal.html	917.00 B
12. Evaluating, Improving and Tuning the CNN/2. Homework Challenge Solution - Get the gold medal.html	185.00 B
13. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/1. Welcome to Part 3 - Recurrent Neural Networks.html	1.03 kB
14. RNN Intuition/1. What You'll Need for RNN.html	366.00 B
14. RNN Intuition/2. Plan of attack.mp4	4.20 MB
14. RNN Intuition/2. Plan of attack.srt	4.84 kB
14. RNN Intuition/3. The idea behind Recurrent Neural Networks.mp4	37.30 MB
14. RNN Intuition/3. The idea behind Recurrent Neural Networks.srt	31.70 kB
14. RNN Intuition/4. The Vanishing Gradient Problem.mp4	29.01 MB
14. RNN Intuition/4. The Vanishing Gradient Problem.srt	29.67 kB
14. RNN Intuition/5. LSTMs.mp4	45.96 MB
14. RNN Intuition/5. LSTMs.srt	39.31 kB
14. RNN Intuition/6. Practical intuition.mp4	52.84 MB
14. RNN Intuition/6. Practical intuition.srt	27.96 kB
14. RNN Intuition/7. EXTRA LSTM Variations.mp4	7.34 MB
14. RNN Intuition/7. EXTRA LSTM Variations.srt	6.77 kB
15. Building a RNN/1. How to get the dataset.mp4	6.50 MB
15. Building a RNN/1. How to get the dataset.srt	3.49 kB
15. Building a RNN/10. Building a RNN - Step 8.mp4	13.44 MB
15. Building a RNN/10. Building a RNN - Step 8.srt	11.42 kB
15. Building a RNN/11. Building a RNN - Step 9.mp4	8.17 MB
15. Building a RNN/11. Building a RNN - Step 9.srt	6.54 kB
15. Building a RNN/12. Building a RNN - Step 10.mp4	11.43 MB
15. Building a RNN/12. Building a RNN - Step 10.srt	9.34 kB
15. Building a RNN/13. Building a RNN - Step 11.mp4	29.29 MB
15. Building a RNN/13. Building a RNN - Step 11.srt	18.63 kB
15. Building a RNN/14. Building a RNN - Step 12.mp4	13.47 MB
15. Building a RNN/14. Building a RNN - Step 12.srt	13.49 MB
15. Building a RNN/15. Building a RNN - Step 13.mp4	39.86 MB
15. Building a RNN/15. Building a RNN - Step 13.srt	30.94 kB
15. Building a RNN/16. Building a RNN - Step 14.mp4	21.55 MB
15. Building a RNN/16. Building a RNN - Step 14.srt	14.12 kB
15. Building a RNN/17. Building a RNN - Step 15.mp4	21.67 MB
15. Building a RNN/17. Building a RNN - Step 15.srt	17.69 kB
15. Building a RNN/2. Installing Keras.html	927.00 B
15. Building a RNN/3. Building a RNN - Step 1.mp4	13.71 MB
15. Building a RNN/3. Building a RNN - Step 1.srt	12.03 kB
15. Building a RNN/4. Building a RNN - Step 2.mp4	15.60 MB
15. Building a RNN/4. Building a RNN - Step 2.srt	12.70 kB
15. Building a RNN/5. Building a RNN - Step 3.mp4	15.91 MB
15. Building a RNN/5. Building a RNN - Step 3.srt	10.49 kB
15. Building a RNN/6. Building a RNN - Step 4.mp4	37.11 MB
15. Building a RNN/6. Building a RNN - Step 4.srt	25.34 kB
15. Building a RNN/7. Building a RNN - Step 5.mp4	26.21 MB
15. Building a RNN/7. Building a RNN - Step 5.srt	19.66 kB
15. Building a RNN/8. Building a RNN - Step 6.mp4	6.76 MB
15. Building a RNN/8. Building a RNN - Step 6.srt	6.13 kB
15. Building a RNN/9. Building a RNN - Step 7.mp4	20.84 MB
15. Building a RNN/9. Building a RNN - Step 7.srt	15.92 kB
16. Evaluating, Improving and Tuning the RNN/1. Evaluating the RNN.html	1.74 kB
16. Evaluating, Improving and Tuning the RNN/2. Improving the RNN.html	1.28 kB
16. Evaluating, Improving and Tuning the RNN/3. Tuning the RNN.html	693.00 B
17. ------------------------ Part 4 - Self Organizing Maps ------------------------/1. Welcome to Part 4 - Self Organizing Maps.html	333.00 B
18. SOMs Intuition/1. Plan of attack.mp4	4.45 MB
18. SOMs Intuition/1. Plan of attack.srt	6.60 kB
18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp4	18.49 MB
18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).srt	25.00 kB
18. SOMs Intuition/2. How do Self-Organizing Maps Work.mp4	15.96 MB
18. SOMs Intuition/2. How do Self-Organizing Maps Work.srt	18.30 kB
18. SOMs Intuition/3. Why revisit K-Means.mp4	3.45 MB
18. SOMs Intuition/3. Why revisit K-Means.srt	4.83 kB
18. SOMs Intuition/4. K-Means Clustering (Refresher).mp4	21.23 MB
18. SOMs Intuition/4. K-Means Clustering (Refresher).srt	30.89 kB
18. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).mp4	25.09 MB
18. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).srt	29.08 kB
18. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).mp4	15.50 MB
18. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).srt	18.36 kB
18. SOMs Intuition/7. Live SOM example.mp4	12.68 MB
18. SOMs Intuition/7. Live SOM example.srt	9.13 kB
18. SOMs Intuition/8. Reading an Advanced SOM.mp4	43.18 MB
18. SOMs Intuition/8. Reading an Advanced SOM.srt	28.54 kB
18. SOMs Intuition/9. EXTRA K-means Clustering (part 2).mp4	12.34 MB
18. SOMs Intuition/9. EXTRA K-means Clustering (part 2).srt	17.06 kB
19. Building a SOM/1. How to get the dataset.mp4	6.49 MB
19. Building a SOM/1. How to get the dataset.srt	3.49 kB
19. Building a SOM/2. Building a SOM - Step 1.mp4	30.67 MB
19. Building a SOM/2. Building a SOM - Step 1.srt	26.22 kB
19. Building a SOM/3. Building a SOM - Step 2.mp4	19.44 MB
19. Building a SOM/3. Building a SOM - Step 2.srt	19.21 kB
19. Building a SOM/4. Building a SOM - Step 3.mp4	36.03 MB
19. Building a SOM/4. Building a SOM - Step 3.srt	35.21 kB
19. Building a SOM/5. Building a SOM - Step 4.mp4	28.73 MB
19. Building a SOM/5. Building a SOM - Step 4.srt	21.38 kB
2. --------------------- Part 1 - Artificial Neural Networks ---------------------/1. Welcome to Part 1 - Artificial Neural Networks.html	516.00 B
20. Mega Case Study/1. Mega Case Study - Step 1.mp4	4.29 MB
20. Mega Case Study/1. Mega Case Study - Step 1.srt	6.65 kB
20. Mega Case Study/2. Mega Case Study - Step 2.mp4	9.68 MB
20. Mega Case Study/2. Mega Case Study - Step 2.srt	8.74 kB
20. Mega Case Study/3. Mega Case Study - Step 3.mp4	35.20 MB
20. Mega Case Study/3. Mega Case Study - Step 3.srt	27.69 kB
20. Mega Case Study/4. Mega Case Study - Step 4.mp4	22.74 MB
20. Mega Case Study/4. Mega Case Study - Step 4.srt	21.38 kB
21. ------------------------- Part 5 - Boltzmann Machines -------------------------/1. Welcome to Part 5 - Boltzmann Machines.html	1.59 kB
22. Boltzmann Machine Intuition/1. Plan of attack.mp4	3.26 MB
22. Boltzmann Machine Intuition/1. Plan of attack.srt	5.21 kB
22. Boltzmann Machine Intuition/2. Boltzmann Machine.mp4	25.02 MB
22. Boltzmann Machine Intuition/2. Boltzmann Machine.srt	30.23 kB
22. Boltzmann Machine Intuition/3. Energy-Based Models (EBM).mp4	15.72 MB
22. Boltzmann Machine Intuition/3. Energy-Based Models (EBM).srt	21.83 kB
22. Boltzmann Machine Intuition/4. Editing Wikipedia - Our Contribution to the World.mp4	18.44 MB
22. Boltzmann Machine Intuition/4. Editing Wikipedia - Our Contribution to the World.srt	6.61 kB
22. Boltzmann Machine Intuition/5. Restricted Boltzmann Machine.mp4	31.88 MB
22. Boltzmann Machine Intuition/5. Restricted Boltzmann Machine.srt	37.80 kB
22. Boltzmann Machine Intuition/6. Contrastive Divergence.mp4	24.91 MB
22. Boltzmann Machine Intuition/6. Contrastive Divergence.srt	31.01 kB
22. Boltzmann Machine Intuition/7. Deep Belief Networks.mp4	10.35 MB
22. Boltzmann Machine Intuition/7. Deep Belief Networks.srt	10.57 kB
22. Boltzmann Machine Intuition/8. Deep Boltzmann Machines.mp4	4.85 MB
22. Boltzmann Machine Intuition/8. Deep Boltzmann Machines.srt	6.29 kB
23. Building a Boltzmann Machine/1. How to get the dataset.mp4	6.48 MB
23. Building a Boltzmann Machine/1. How to get the dataset.srt	3.49 kB
23. Building a Boltzmann Machine/10. Building a Boltzmann Machine - Step 6.mp4	18.80 MB
23. Building a Boltzmann Machine/10. Building a Boltzmann Machine - Step 6.srt	16.01 kB
23. Building a Boltzmann Machine/11. Building a Boltzmann Machine - Step 7.mp4	22.90 MB
23. Building a Boltzmann Machine/11. Building a Boltzmann Machine - Step 7.srt	20.76 kB
23. Building a Boltzmann Machine/12. Building a Boltzmann Machine - Step 8.mp4	29.20 MB
23. Building a Boltzmann Machine/12. Building a Boltzmann Machine - Step 8.srt	24.75 kB
23. Building a Boltzmann Machine/13. Building a Boltzmann Machine - Step 9.mp4	15.28 MB
23. Building a Boltzmann Machine/13. Building a Boltzmann Machine - Step 9.srt	13.59 kB
23. Building a Boltzmann Machine/14. Building a Boltzmann Machine - Step 10.mp4	24.42 MB
23. Building a Boltzmann Machine/14. Building a Boltzmann Machine - Step 10.srt	22.60 kB
23. Building a Boltzmann Machine/15. Building a Boltzmann Machine - Step 11.mp4	16.69 MB
23. Building a Boltzmann Machine/15. Building a Boltzmann Machine - Step 11.srt	12.76 kB
23. Building a Boltzmann Machine/16. Building a Boltzmann Machine - Step 12.mp4	30.95 MB
23. Building a Boltzmann Machine/16. Building a Boltzmann Machine - Step 12.srt	24.61 kB
23. Building a Boltzmann Machine/17. Building a Boltzmann Machine - Step 13.mp4	42.97 MB
23. Building a Boltzmann Machine/17. Building a Boltzmann Machine - Step 13.srt	35.92 kB
23. Building a Boltzmann Machine/18. Building a Boltzmann Machine - Step 14.mp4	40.43 MB
23. Building a Boltzmann Machine/18. Building a Boltzmann Machine - Step 14.srt	34.17 kB
23. Building a Boltzmann Machine/19. Evaluating the Boltzmann Machine.html	4.47 kB
23. Building a Boltzmann Machine/2. Installing PyTorch.html	1.36 kB
23. Building a Boltzmann Machine/3. Building a Boltzmann Machine - Introduction.mp4	21.07 MB
23. Building a Boltzmann Machine/3. Building a Boltzmann Machine - Introduction.srt	20.48 kB
23. Building a Boltzmann Machine/4. Same Data Preprocessing in Parts 5 and 6.html	349.00 B
23. Building a Boltzmann Machine/5. Building a Boltzmann Machine - Step 1.mp4	21.17 MB
23. Building a Boltzmann Machine/5. Building a Boltzmann Machine - Step 1.srt	18.46 kB
23. Building a Boltzmann Machine/6. Building a Boltzmann Machine - Step 2.mp4	20.84 MB
23. Building a Boltzmann Machine/6. Building a Boltzmann Machine - Step 2.srt	18.37 kB
23. Building a Boltzmann Machine/7. Building a Boltzmann Machine - Step 3.mp4	18.20 MB
23. Building a Boltzmann Machine/7. Building a Boltzmann Machine - Step 3.srt	16.36 kB
23. Building a Boltzmann Machine/8. Building a Boltzmann Machine - Step 4.mp4	45.65 MB
23. Building a Boltzmann Machine/8. Building a Boltzmann Machine - Step 4.srt	42.50 kB
23. Building a Boltzmann Machine/9. Building a Boltzmann Machine - Step 5.mp4	11.13 MB
23. Building a Boltzmann Machine/9. Building a Boltzmann Machine - Step 5.srt	10.39 kB
24. ---------------------------- Part 6 - AutoEncoders ----------------------------/1. Welcome to Part 6 - AutoEncoders.html	1.03 kB
25. AutoEncoders Intuition/1. Plan of attack.mp4	3.35 MB
25. AutoEncoders Intuition/1. Plan of attack.srt	4.69 kB
25. AutoEncoders Intuition/10. Deep Autoencoders.mp4	2.85 MB
25. AutoEncoders Intuition/10. Deep Autoencoders.srt	3.82 kB
25. AutoEncoders Intuition/2. Auto Encoders.mp4	21.54 MB
25. AutoEncoders Intuition/2. Auto Encoders.srt	21.39 kB
25. AutoEncoders Intuition/3. A Note on Biases.mp4	2.05 MB
25. AutoEncoders Intuition/3. A Note on Biases.srt	2.71 kB
25. AutoEncoders Intuition/4. Training an Auto Encoder.mp4	11.13 MB
25. AutoEncoders Intuition/4. Training an Auto Encoder.srt	13.38 kB
25. AutoEncoders Intuition/5. Overcomplete hidden layers.mp4	6.42 MB
25. AutoEncoders Intuition/5. Overcomplete hidden layers.srt	8.11 kB
25. AutoEncoders Intuition/6. Sparse Autoencoders.mp4	11.52 MB
25. AutoEncoders Intuition/6. Sparse Autoencoders.srt	12.19 kB
25. AutoEncoders Intuition/7. Denoising Autoencoders.mp4	4.74 MB
25. AutoEncoders Intuition/7. Denoising Autoencoders.srt	5.24 kB
25. AutoEncoders Intuition/8. Contractive Autoencoders.mp4	4.35 MB
25. AutoEncoders Intuition/8. Contractive Autoencoders.srt	4.89 kB
25. AutoEncoders Intuition/9. Stacked Autoencoders.mp4	3.63 MB
25. AutoEncoders Intuition/9. Stacked Autoencoders.srt	3.35 kB
26. Building an AutoEncoder/1. How to get the dataset.mp4	6.49 MB
26. Building an AutoEncoder/1. How to get the dataset.srt	3.49 kB
26. Building an AutoEncoder/10. Building an AutoEncoder - Step 6.mp4	37.93 MB
26. Building an AutoEncoder/10. Building an AutoEncoder - Step 6.srt	34.68 kB
26. Building an AutoEncoder/11. Building an AutoEncoder - Step 7.mp4	33.70 MB
26. Building an AutoEncoder/11. Building an AutoEncoder - Step 7.srt	27.65 kB
26. Building an AutoEncoder/12. Building an AutoEncoder - Step 8.mp4	33.84 MB
26. Building an AutoEncoder/12. Building an AutoEncoder - Step 8.srt	31.13 kB
26. Building an AutoEncoder/13. Building an AutoEncoder - Step 9.mp4	31.61 MB
26. Building an AutoEncoder/13. Building an AutoEncoder - Step 9.srt	27.19 kB
26. Building an AutoEncoder/14. Building an AutoEncoder - Step 10.mp4	11.27 MB
26. Building an AutoEncoder/14. Building an AutoEncoder - Step 10.srt	9.32 kB
26. Building an AutoEncoder/15. Building an AutoEncoder - Step 11.mp4	28.30 MB
26. Building an AutoEncoder/15. Building an AutoEncoder - Step 11.srt	23.88 kB
26. Building an AutoEncoder/16. THANK YOU bonus video.mp4	52.31 MB
26. Building an AutoEncoder/16. THANK YOU bonus video.srt	2.39 kB
26. Building an AutoEncoder/2. Installing PyTorch.html	1.38 kB
26. Building an AutoEncoder/3. Same Data Preprocessing in Parts 5 and 6.html	348.00 B
26. Building an AutoEncoder/4. Building an AutoEncoder - Step 1.mp4	26.05 MB
26. Building an AutoEncoder/4. Building an AutoEncoder - Step 1.srt	23.05 kB
26. Building an AutoEncoder/5. Building an AutoEncoder - Step 2.mp4	27.82 MB
26. Building an AutoEncoder/5. Building an AutoEncoder - Step 2.srt	24.01 kB
26. Building an AutoEncoder/6. Building an AutoEncoder - Step 3.mp4	20.09 MB
26. Building an AutoEncoder/6. Building an AutoEncoder - Step 3.srt	16.20 kB
26. Building an AutoEncoder/7. Homework Challenge - Coding Exercise.html	1.54 kB
26. Building an AutoEncoder/8. Building an AutoEncoder - Step 4.mp4	49.56 MB
26. Building an AutoEncoder/8. Building an AutoEncoder - Step 4.srt	41.10 kB
26. Building an AutoEncoder/9. Building an AutoEncoder - Step 5.mp4	11.87 MB
26. Building an AutoEncoder/9. Building an AutoEncoder - Step 5.srt	9.93 kB
27. ------------------- Annex - Get the Machine Learning Basics -------------------/1. Annex - Get the Machine Learning Basics.html	873.00 B
28. Regression & Classification Intuition/1. What You Need for Regression & Classification.html	648.00 B
28. Regression & Classification Intuition/2. Simple Linear Regression Intuition - Step 1.mp4	9.47 MB
28. Regression & Classification Intuition/2. Simple Linear Regression Intuition - Step 1.srt	11.25 kB
28. Regression & Classification Intuition/3. Simple Linear Regression Intuition - Step 2.mp4	5.37 MB
28. Regression & Classification Intuition/3. Simple Linear Regression Intuition - Step 2.srt	6.01 kB
28. Regression & Classification Intuition/4. Multiple Linear Regression Intuition.mp4	1.82 MB
28. Regression & Classification Intuition/4. Multiple Linear Regression Intuition.srt	2.19 kB
28. Regression & Classification Intuition/5. Logistic Regression Intuition.mp4	29.18 MB
28. Regression & Classification Intuition/5. Logistic Regression Intuition.srt	32.65 kB
29. Data Preprocessing Template/1. Data Preprocessing - Step 1.mp4	13.25 MB
29. Data Preprocessing Template/1. Data Preprocessing - Step 1.srt	15.35 kB
29. Data Preprocessing Template/2. Data Preprocessing - Step 2.mp4	15.86 MB
29. Data Preprocessing Template/2. Data Preprocessing - Step 2.srt	15.17 kB
29. Data Preprocessing Template/3. Data Preprocessing - Step 3.mp4	21.74 MB
29. Data Preprocessing Template/3. Data Preprocessing - Step 3.srt	19.44 kB
29. Data Preprocessing Template/4. Data Preprocessing - Step 4.mp4	28.95 MB
29. Data Preprocessing Template/4. Data Preprocessing - Step 4.srt	24.03 kB
29. Data Preprocessing Template/5. Data Preprocessing - Step 5.mp4	22.89 MB
29. Data Preprocessing Template/5. Data Preprocessing - Step 5.srt	21.23 kB
29. Data Preprocessing Template/6. Data Preprocessing - Step 6.mp4	22.81 MB
29. Data Preprocessing Template/6. Data Preprocessing - Step 6.srt	21.36 kB
29. Data Preprocessing Template/7. Data Preprocessing Template.mp4	8.13 MB
29. Data Preprocessing Template/7. Data Preprocessing Template.srt	7.89 kB
3. ANN Intuition/1. Plan of Attack.mp4	4.74 MB
3. ANN Intuition/1. Plan of Attack.srt	5.58 kB
3. ANN Intuition/2. The Neuron.mp4	29.57 MB
3. ANN Intuition/2. The Neuron.srt	35.78 kB
3. ANN Intuition/3. The Activation Function.mp4	14.75 MB
3. ANN Intuition/3. The Activation Function.srt	16.86 kB
3. ANN Intuition/4. How do Neural Networks work.mp4	23.53 MB
3. ANN Intuition/4. How do Neural Networks work.srt	26.30 kB
3. ANN Intuition/5. How do Neural Networks learn.mp4	26.55 MB
3. ANN Intuition/5. How do Neural Networks learn.srt	27.42 kB
3. ANN Intuition/6. Gradient Descent.mp4	18.54 MB
3. ANN Intuition/6. Gradient Descent.srt	19.11 kB
3. ANN Intuition/7. Stochastic Gradient Descent.mp4	16.83 MB
3. ANN Intuition/7. Stochastic Gradient Descent.srt	17.55 kB
3. ANN Intuition/8. Backpropagation.mp4	10.93 MB
3. ANN Intuition/8. Backpropagation.srt	9.95 kB
30. Classification Template/1. Logistic Regression Implementation - Step 1.mp4	12.20 MB
30. Classification Template/1. Logistic Regression Implementation - Step 1.srt	9.76 kB
30. Classification Template/2. Logistic Regression Implementation - Step 2.mp4	8.14 MB
30. Classification Template/2. Logistic Regression Implementation - Step 2.srt	6.03 kB
30. Classification Template/3. Logistic Regression Implementation - Step 3.mp4	5.96 MB
30. Classification Template/3. Logistic Regression Implementation - Step 3.srt	5.02 kB
30. Classification Template/4. Logistic Regression Implementation - Step 4.mp4	9.68 MB
30. Classification Template/4. Logistic Regression Implementation - Step 4.srt	8.12 kB
30. Classification Template/5. Logistic Regression Implementation - Step 5.mp4	42.49 MB
30. Classification Template/5. Logistic Regression Implementation - Step 5.srt	34.96 kB
30. Classification Template/6. Classification Template.mp4	11.71 MB
30. Classification Template/6. Classification Template.srt	8.25 kB
31. Bonus Lectures/1. YOUR SPECIAL BONUS.html	3.04 kB
4. Building an ANN/1. Prerequisites.html	1.34 kB
4. Building an ANN/10. Building an ANN - Step 6.mp4	7.06 MB
4. Building an ANN/10. Building an ANN - Step 6.srt	6.02 kB
4. Building an ANN/11. Building an ANN - Step 7.mp4	9.00 MB
4. Building an ANN/11. Building an ANN - Step 7.srt	7.92 kB
4. Building an ANN/12. Building an ANN - Step 8.mp4	18.18 MB
4. Building an ANN/12. Building an ANN - Step 8.srt	15.19 kB
4. Building an ANN/13. Building an ANN - Step 9.mp4	16.89 MB
4. Building an ANN/13. Building an ANN - Step 9.srt	11.75 kB
4. Building an ANN/14. Building an ANN - Step 10.mp4	17.44 MB
4. Building an ANN/14. Building an ANN - Step 10.srt	14.04 kB
4. Building an ANN/2. How to get the dataset.mp4	6.49 MB
4. Building an ANN/2. How to get the dataset.srt	3.49 kB
4. Building an ANN/3. Business Problem Description.mp4	16.37 MB
4. Building an ANN/3. Business Problem Description.srt	10.30 kB
4. Building an ANN/4. Installing Keras.html	1.42 kB
4. Building an ANN/5. Building an ANN - Step 1.mp4	24.28 MB
4. Building an ANN/5. Building an ANN - Step 1.srt	26.60 kB
4. Building an ANN/6. Building an ANN - Step 2.mp4	45.86 MB
4. Building an ANN/6. Building an ANN - Step 2.srt	35.90 kB
4. Building an ANN/7. Building an ANN - Step 3.mp4	8.37 MB
4. Building an ANN/7. Building an ANN - Step 3.srt	6.50 kB
4. Building an ANN/8. Building an ANN - Step 4.mp4	5.95 MB
4. Building an ANN/8. Building an ANN - Step 4.srt	4.53 kB
4. Building an ANN/9. Building an ANN - Step 5.mp4	29.59 MB
4. Building an ANN/9. Building an ANN - Step 5.srt	24.92 kB
5. Homework Challenge - Should we say goodbye to that customer/1. Homework Instruction.html	682.00 B
5. Homework Challenge - Should we say goodbye to that customer/2. Homework Solution.mp4	37.62 MB
5. Homework Challenge - Should we say goodbye to that customer/2. Homework Solution.srt	21.16 kB
6. Evaluating, Improving and Tuning the ANN/1. Evaluating the ANN.mp4	55.84 MB
6. Evaluating, Improving and Tuning the ANN/1. Evaluating the ANN.srt	40.15 kB
6. Evaluating, Improving and Tuning the ANN/2. Improving the ANN.mp4	19.83 MB
6. Evaluating, Improving and Tuning the ANN/2. Improving the ANN.srt	13.70 kB
6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.mp4	50.76 MB
6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.srt	36.62 kB
7. Homework Challenge - Put me one step down on the podium/1. Homework Instruction.html	426.00 B
8. -------------------- Part 2 - Convolutional Neural Networks --------------------/1. Welcome to Part 2 - Convolutional Neural Networks.html	323.00 B
9. CNN Intuition/1. What You'll Need for CNN.html	386.00 B
9. CNN Intuition/10. Softmax & Cross-Entropy.mp4	33.23 MB
9. CNN Intuition/10. Softmax & Cross-Entropy.srt	34.61 kB
9. CNN Intuition/2. Plan of attack.mp4	4.92 MB
9. CNN Intuition/2. Plan of attack.srt	7.43 kB
9. CNN Intuition/3. What are convolutional neural networks.mp4	29.50 MB
9. CNN Intuition/3. What are convolutional neural networks.srt	31.07 kB
9. CNN Intuition/4. Step 1 - Convolution Operation.mp4	31.02 MB
9. CNN Intuition/4. Step 1 - Convolution Operation.srt	32.24 kB
9. CNN Intuition/5. Step 1(b) - ReLU Layer.mp4	14.09 MB
9. CNN Intuition/5. Step 1(b) - ReLU Layer.srt	12.49 kB
9. CNN Intuition/6. Step 2 - Pooling.mp4	40.25 MB
9. CNN Intuition/6. Step 2 - Pooling.srt	28.51 kB
9. CNN Intuition/7. Step 3 - Flattening.mp4	3.27 MB
9. CNN Intuition/7. Step 3 - Flattening.srt	3.77 kB
9. CNN Intuition/8. Step 4 - Full Connection.mp4	42.74 MB
9. CNN Intuition/8. Step 4 - Full Connection.srt	38.56 kB
9. CNN Intuition/9. Summary.mp4	7.91 MB
9. CNN Intuition/9. Summary.srt	8.47 kB
Read Me.txt	1.02 kB
[FreeAllCourse.Com].URL	228.00 B

Description

Deep Learning A-Z™ Hands-On Artificial Neural Networks

Learn to create Deep Learning Algorithms in Python from two Machine Learning & Data Science experts. Templates included.

What you'll learn?

#Understand the intuition behind Artificial Neural Networks
#Apply Artificial Neural Networks in practice
#Understand the intuition behind Convolutional Neural Networks
#Apply Convolutional Neural Networks in practice
#Understand the intuition behind Recurrent Neural Networks
#Apply Recurrent Neural Networks in practice
#Understand the intuition behind Self-Organizing Maps
#Apply Self-Organizing Maps in practice
#Understand the intuition behind Boltzmann Machines
#Apply Boltzmann Machines in practice
#Understand the intuition behind AutoEncoders
#Apply AutoEncoders in practice

Description

Created by Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team
Last updated 2/2020
English