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[GigaCourse.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
magnet:?xt=urn:btih:9ec00541540dc46f084982802961df97a4becd85&dn=[GigaCourse.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
磁力链接详情
Hash值:
9ec00541540dc46f084982802961df97a4becd85
点击数:
327
文件大小:
3.02 GB
文件数量:
155
创建日期:
2022-12-8 19:32
最后访问:
2024-6-25 23:56
访问标签:
GigaCourse
com
Udemy
-
Deep
Learning
A-Z™
Hands-On
Artificial
Neural
Networks
文件列表详情
1. Welcome to the course/1. What is Deep Learning.mp4 31.32 MB
1. Welcome to the course/2. Updates on Udemy Reviews.mp4 20.41 MB
1. Welcome to the course/4. Installing Python.mp4 20.38 MB
1. Welcome to the course/5. How to get the dataset.mp4 6.48 MB
10. Building a CNN/1. How to get the dataset.mp4 6.49 MB
10. Building a CNN/10. Building a CNN - Step 7.mp4 12.57 MB
10. Building a CNN/11. Building a CNN - Step 8.mp4 6.8 MB
10. Building a CNN/12. Building a CNN - Step 9.mp4 46.88 MB
10. Building a CNN/13. Building a CNN - Step 10.mp4 20.55 MB
10. Building a CNN/3. Introduction to CNNs.mp4 7.84 MB
10. Building a CNN/4. Building a CNN - Step 1.mp4 19.18 MB
10. Building a CNN/5. Building a CNN - Step 2.mp4 5.85 MB
10. Building a CNN/6. Building a CNN - Step 3.mp4 2.24 MB
10. Building a CNN/7. Building a CNN - Step 4.mp4 27.2 MB
10. Building a CNN/8. Building a CNN - Step 5.mp4 9.91 MB
10. Building a CNN/9. Building a CNN - Step 6.mp4 9.7 MB
11. Homework - What's that pet/2. Homework Solution.mp4 40.97 MB
14. RNN Intuition/2. Plan of attack.mp4 4.2 MB
14. RNN Intuition/3. The idea behind Recurrent Neural Networks.mp4 37.3 MB
14. RNN Intuition/4. The Vanishing Gradient Problem.mp4 29.02 MB
14. RNN Intuition/5. LSTMs.mp4 45.96 MB
14. RNN Intuition/6. Practical intuition.mp4 52.85 MB
14. RNN Intuition/7. EXTRA LSTM Variations.mp4 7.33 MB
15. Building a RNN/1. How to get the dataset.mp4 6.5 MB
15. Building a RNN/10. Building a RNN - Step 8.mp4 13.43 MB
15. Building a RNN/11. Building a RNN - Step 9.mp4 8.17 MB
15. Building a RNN/12. Building a RNN - Step 10.mp4 11.43 MB
15. Building a RNN/13. Building a RNN - Step 11.mp4 29.3 MB
15. Building a RNN/14. Building a RNN - Step 12.mp4 13.47 MB
15. Building a RNN/15. Building a RNN - Step 13.mp4 39.86 MB
15. Building a RNN/16. Building a RNN - Step 14.mp4 21.55 MB
15. Building a RNN/17. Building a RNN - Step 15.mp4 21.68 MB
15. Building a RNN/3. Building a RNN - Step 1.mp4 13.7 MB
15. Building a RNN/4. Building a RNN - Step 2.mp4 15.59 MB
15. Building a RNN/5. Building a RNN - Step 3.mp4 15.92 MB
15. Building a RNN/6. Building a RNN - Step 4.mp4 37.12 MB
15. Building a RNN/7. Building a RNN - Step 5.mp4 26.21 MB
15. Building a RNN/8. Building a RNN - Step 6.mp4 6.76 MB
15. Building a RNN/9. Building a RNN - Step 7.mp4 20.84 MB
18. SOMs Intuition/1. Plan of attack.mp4 4.46 MB
18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp4 18.48 MB
18. SOMs Intuition/2. How do Self-Organizing Maps Work.mp4 15.96 MB
18. SOMs Intuition/3. Why revisit K-Means.mp4 3.45 MB
18. SOMs Intuition/4. K-Means Clustering (Refresher).mp4 21.24 MB
18. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).mp4 25.08 MB
18. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).mp4 15.5 MB
18. SOMs Intuition/7. Live SOM example.mp4 12.69 MB
18. SOMs Intuition/8. Reading an Advanced SOM.mp4 43.18 MB
18. SOMs Intuition/9. EXTRA K-means Clustering (part 2).mp4 12.35 MB
19. Building a SOM/1. How to get the dataset.mp4 6.49 MB
19. Building a SOM/2. Building a SOM - Step 1.mp4 30.67 MB
19. Building a SOM/3. Building a SOM - Step 2.mp4 19.43 MB
19. Building a SOM/4. Building a SOM - Step 3.mp4 36.04 MB
19. Building a SOM/5. Building a SOM - Step 4.mp4 28.74 MB
20. Mega Case Study/1. Mega Case Study - Step 1.mp4 4.28 MB
20. Mega Case Study/2. Mega Case Study - Step 2.mp4 9.68 MB
20. Mega Case Study/3. Mega Case Study - Step 3.mp4 35.21 MB
20. Mega Case Study/4. Mega Case Study - Step 4.mp4 22.75 MB
22. Boltzmann Machine Intuition/1. Plan of attack.mp4 3.26 MB
22. Boltzmann Machine Intuition/2. Boltzmann Machine.mp4 25.01 MB
22. Boltzmann Machine Intuition/3. Energy-Based Models (EBM).mp4 15.73 MB
22. Boltzmann Machine Intuition/4. Editing Wikipedia - Our Contribution to the World.mp4 18.44 MB
22. Boltzmann Machine Intuition/5. Restricted Boltzmann Machine.mp4 31.89 MB
22. Boltzmann Machine Intuition/6. Contrastive Divergence.mp4 24.92 MB
22. Boltzmann Machine Intuition/7. Deep Belief Networks.mp4 10.35 MB
22. Boltzmann Machine Intuition/8. Deep Boltzmann Machines.mp4 4.85 MB
23. Building a Boltzmann Machine/1. How to get the dataset.mp4 6.49 MB
23. Building a Boltzmann Machine/10. Building a Boltzmann Machine - Step 6.mp4 18.8 MB
23. Building a Boltzmann Machine/11. Building a Boltzmann Machine - Step 7.mp4 22.91 MB
23. Building a Boltzmann Machine/12. Building a Boltzmann Machine - Step 8.mp4 29.21 MB
23. Building a Boltzmann Machine/13. Building a Boltzmann Machine - Step 9.mp4 15.27 MB
23. Building a Boltzmann Machine/14. Building a Boltzmann Machine - Step 10.mp4 24.43 MB
23. Building a Boltzmann Machine/15. Building a Boltzmann Machine - Step 11.mp4 16.69 MB
23. Building a Boltzmann Machine/16. Building a Boltzmann Machine - Step 12.mp4 30.96 MB
23. Building a Boltzmann Machine/17. Building a Boltzmann Machine - Step 13.mp4 42.98 MB
23. Building a Boltzmann Machine/18. Building a Boltzmann Machine - Step 14.mp4 40.44 MB
23. Building a Boltzmann Machine/3. Building a Boltzmann Machine - Introduction.mp4 21.07 MB
23. Building a Boltzmann Machine/5. Building a Boltzmann Machine - Step 1.mp4 21.17 MB
23. Building a Boltzmann Machine/6. Building a Boltzmann Machine - Step 2.mp4 20.84 MB
23. Building a Boltzmann Machine/7. Building a Boltzmann Machine - Step 3.mp4 18.21 MB
23. Building a Boltzmann Machine/8. Building a Boltzmann Machine - Step 4.mp4 45.65 MB
23. Building a Boltzmann Machine/9. Building a Boltzmann Machine - Step 5.mp4 11.12 MB
25. AutoEncoders Intuition/1. Plan of attack.mp4 3.36 MB
25. AutoEncoders Intuition/10. Deep Autoencoders.mp4 2.85 MB
25. AutoEncoders Intuition/2. Auto Encoders.mp4 21.55 MB
25. AutoEncoders Intuition/3. A Note on Biases.mp4 2.05 MB
25. AutoEncoders Intuition/4. Training an Auto Encoder.mp4 11.13 MB
25. AutoEncoders Intuition/5. Overcomplete hidden layers.mp4 6.42 MB
25. AutoEncoders Intuition/6. Sparse Autoencoders.mp4 11.52 MB
25. AutoEncoders Intuition/7. Denoising Autoencoders.mp4 4.74 MB
25. AutoEncoders Intuition/8. Contractive Autoencoders.mp4 4.35 MB
25. AutoEncoders Intuition/9. Stacked Autoencoders.mp4 3.64 MB
26. Building an AutoEncoder/1. How to get the dataset.mp4 6.49 MB
26. Building an AutoEncoder/10. Building an AutoEncoder - Step 6.mp4 37.92 MB
26. Building an AutoEncoder/11. Building an AutoEncoder - Step 7.mp4 33.71 MB
26. Building an AutoEncoder/12. Building an AutoEncoder - Step 8.mp4 33.83 MB
26. Building an AutoEncoder/13. Building an AutoEncoder - Step 9.mp4 31.61 MB
26. Building an AutoEncoder/14. Building an AutoEncoder - Step 10.mp4 11.26 MB
26. Building an AutoEncoder/15. Building an AutoEncoder - Step 11.mp4 28.3 MB
26. Building an AutoEncoder/16. THANK YOU bonus video.mp4 52.31 MB
26. Building an AutoEncoder/4. Building an AutoEncoder - Step 1.mp4 26.04 MB
26. Building an AutoEncoder/5. Building an AutoEncoder - Step 2.mp4 27.82 MB
26. Building an AutoEncoder/6. Building an AutoEncoder - Step 3.mp4 20.1 MB
26. Building an AutoEncoder/8. Building an AutoEncoder - Step 4.mp4 49.57 MB
26. Building an AutoEncoder/9. Building an AutoEncoder - Step 5.mp4 11.87 MB
28. Regression & Classification Intuition/2. Simple Linear Regression Intuition - Step 1.mp4 9.47 MB
28. Regression & Classification Intuition/3. Simple Linear Regression Intuition - Step 2.mp4 5.38 MB
28. Regression & Classification Intuition/4. Multiple Linear Regression Intuition.mp4 1.82 MB
28. Regression & Classification Intuition/5. Logistic Regression Intuition.mp4 29.18 MB
29. Data Preprocessing Template/1. Data Preprocessing - Step 1.mp4 13.25 MB
29. Data Preprocessing Template/2. Data Preprocessing - Step 2.mp4 15.86 MB
29. Data Preprocessing Template/3. Data Preprocessing - Step 3.mp4 21.73 MB
29. Data Preprocessing Template/4. Data Preprocessing - Step 4.mp4 28.95 MB
29. Data Preprocessing Template/5. Data Preprocessing - Step 5.mp4 22.89 MB
29. Data Preprocessing Template/6. Data Preprocessing - Step 6.mp4 22.81 MB
29. Data Preprocessing Template/7. Data Preprocessing Template.mp4 8.13 MB
3. ANN Intuition/1. Plan of Attack.mp4 4.74 MB
3. ANN Intuition/2. The Neuron.mp4 29.57 MB
3. ANN Intuition/3. The Activation Function.mp4 14.76 MB
3. ANN Intuition/4. How do Neural Networks work.mp4 23.54 MB
3. ANN Intuition/5. How do Neural Networks learn.mp4 26.55 MB
3. ANN Intuition/6. Gradient Descent.mp4 18.53 MB
3. ANN Intuition/7. Stochastic Gradient Descent.mp4 16.82 MB
3. ANN Intuition/8. Backpropagation.mp4 10.92 MB
30. Classification Template/1. Logistic Regression Implementation - Step 1.mp4 12.19 MB
30. Classification Template/2. Logistic Regression Implementation - Step 2.mp4 8.14 MB
30. Classification Template/3. Logistic Regression Implementation - Step 3.mp4 5.97 MB
30. Classification Template/4. Logistic Regression Implementation - Step 4.mp4 9.68 MB
30. Classification Template/5. Logistic Regression Implementation - Step 5.mp4 42.49 MB
30. Classification Template/6. Classification Template.mp4 11.72 MB
4. Building an ANN/10. Building an ANN - Step 6.mp4 7.06 MB
4. Building an ANN/11. Building an ANN - Step 7.mp4 8.99 MB
4. Building an ANN/12. Building an ANN - Step 8.mp4 18.18 MB
4. Building an ANN/13. Building an ANN - Step 9.mp4 16.89 MB
4. Building an ANN/14. Building an ANN - Step 10.mp4 17.44 MB
4. Building an ANN/2. How to get the dataset.mp4 6.49 MB
4. Building an ANN/3. Business Problem Description.mp4 16.37 MB
4. Building an ANN/5. Building an ANN - Step 1.mp4 24.29 MB
4. Building an ANN/6. Building an ANN - Step 2.mp4 45.87 MB
4. Building an ANN/7. Building an ANN - Step 3.mp4 8.37 MB
4. Building an ANN/8. Building an ANN - Step 4.mp4 5.96 MB
4. Building an ANN/9. Building an ANN - Step 5.mp4 29.58 MB
5. Homework Challenge - Should we say goodbye to that customer/2. Homework Solution.mp4 37.63 MB
6. Evaluating, Improving and Tuning the ANN/1. Evaluating the ANN.mp4 55.85 MB
6. Evaluating, Improving and Tuning the ANN/2. Improving the ANN.mp4 19.83 MB
6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.mp4 50.77 MB
9. CNN Intuition/10. Softmax & Cross-Entropy.mp4 33.24 MB
9. CNN Intuition/2. Plan of attack.mp4 4.92 MB
9. CNN Intuition/3. What are convolutional neural networks.mp4 29.5 MB
9. CNN Intuition/4. Step 1 - Convolution Operation.mp4 31.02 MB
9. CNN Intuition/5. Step 1(b) - ReLU Layer.mp4 14.09 MB
9. CNN Intuition/6. Step 2 - Pooling.mp4 40.25 MB
9. CNN Intuition/7. Step 3 - Flattening.mp4 3.28 MB
9. CNN Intuition/8. Step 4 - Full Connection.mp4 42.74 MB
9. CNN Intuition/9. Summary.mp4 7.92 MB
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