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[FreeCourseSite.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
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2022-3-11 22:53
2024-12-22 12:38
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4.06 GB
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磁力链接
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Udemy
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Deep
Learning
A-Z™
Hands-On
Artificial
Neural
Networks
文件列表
1. Welcome to the course/1. What is Deep Learning.mp4
31.31MB
1. Welcome to the course/2. Updates on Udemy Reviews.mp4
20.4MB
10. Building a RNN/10. Building a RNN - Step 9.mp4
8.17MB
10. Building a RNN/11. Building a RNN - Step 10.mp4
11.42MB
10. Building a RNN/12. Building a RNN - Step 11.mp4
29.29MB
10. Building a RNN/13. Building a RNN - Step 12.mp4
13.47MB
10. Building a RNN/14. Building a RNN - Step 13.mp4
39.86MB
10. Building a RNN/15. Building a RNN - Step 14.mp4
21.54MB
10. Building a RNN/16. Building a RNN - Step 15.mp4
21.67MB
10. Building a RNN/2. Building a RNN - Step 1.mp4
13.7MB
10. Building a RNN/3. Building a RNN - Step 2.mp4
15.59MB
10. Building a RNN/4. Building a RNN - Step 3.mp4
15.91MB
10. Building a RNN/5. Building a RNN - Step 4.mp4
37.12MB
10. Building a RNN/6. Building a RNN - Step 5.mp4
26.21MB
10. Building a RNN/7. Building a RNN - Step 6.mp4
6.76MB
10. Building a RNN/8. Building a RNN - Step 7.mp4
20.84MB
10. Building a RNN/9. Building a RNN - Step 8.mp4
13.43MB
13. SOMs Intuition/1. Plan of attack.mp4
4.45MB
13. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp4
18.48MB
13. SOMs Intuition/2. How do Self-Organizing Maps Work.mp4
15.96MB
13. SOMs Intuition/3. Why revisit K-Means.mp4
3.46MB
13. SOMs Intuition/4. K-Means Clustering (Refresher).mp4
21.24MB
13. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).mp4
25.09MB
13. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).mp4
15.49MB
13. SOMs Intuition/7. Live SOM example.mp4
12.68MB
13. SOMs Intuition/8. Reading an Advanced SOM.mp4
43.19MB
13. SOMs Intuition/9. EXTRA K-means Clustering (part 2).mp4
12.34MB
14. Building a SOM/2. How to get the dataset.mp4
6.48MB
14. Building a SOM/3. Building a SOM - Step 1.mp4
30.66MB
14. Building a SOM/4. Building a SOM - Step 2.mp4
19.43MB
14. Building a SOM/5. Building a SOM - Step 3.mp4
36.03MB
14. Building a SOM/6. Building a SOM - Step 4.mp4
28.74MB
15. Mega Case Study/2. Mega Case Study - Step 1.mp4
4.29MB
15. Mega Case Study/3. Mega Case Study - Step 2.mp4
9.68MB
15. Mega Case Study/4. Mega Case Study - Step 3.mp4
35.21MB
15. Mega Case Study/5. Mega Case Study - Step 4.mp4
22.74MB
16. ------------------------- Part 5 - Boltzmann Machines -------------------------/2. Plan of attack.mp4
3.27MB
17. Boltzmann Machine Intuition/1. Boltzmann Machine.mp4
25.01MB
17. Boltzmann Machine Intuition/2. Energy-Based Models (EBM).mp4
15.72MB
17. Boltzmann Machine Intuition/3. Editing Wikipedia - Our Contribution to the World.mp4
18.43MB
17. Boltzmann Machine Intuition/4. Restricted Boltzmann Machine.mp4
31.88MB
17. Boltzmann Machine Intuition/5. Contrastive Divergence.mp4
24.92MB
17. Boltzmann Machine Intuition/6. Deep Belief Networks.mp4
10.34MB
17. Boltzmann Machine Intuition/7. Deep Boltzmann Machines.mp4
4.85MB
17. Boltzmann Machine Intuition/8. How to get the dataset.mp4
6.49MB
18. Building a Boltzmann Machine/10. Building a Boltzmann Machine - Step 6.mp4
18.79MB
18. Building a Boltzmann Machine/11. Building a Boltzmann Machine - Step 7.mp4
22.9MB
18. Building a Boltzmann Machine/12. Building a Boltzmann Machine - Step 8.mp4
29.2MB
18. Building a Boltzmann Machine/13. Building a Boltzmann Machine - Step 9.mp4
15.28MB
18. Building a Boltzmann Machine/14. Building a Boltzmann Machine - Step 10.mp4
24.42MB
18. Building a Boltzmann Machine/15. Building a Boltzmann Machine - Step 11.mp4
16.69MB
18. Building a Boltzmann Machine/16. Building a Boltzmann Machine - Step 12.mp4
30.95MB
18. Building a Boltzmann Machine/17. Building a Boltzmann Machine - Step 13.mp4
42.97MB
18. Building a Boltzmann Machine/18. Building a Boltzmann Machine - Step 14.mp4
40.43MB
18. Building a Boltzmann Machine/3. Building a Boltzmann Machine - Introduction.mp4
21.06MB
18. Building a Boltzmann Machine/5. Building a Boltzmann Machine - Step 1.mp4
21.17MB
18. Building a Boltzmann Machine/6. Building a Boltzmann Machine - Step 2.mp4
20.84MB
18. Building a Boltzmann Machine/7. Building a Boltzmann Machine - Step 3.mp4
18.2MB
18. Building a Boltzmann Machine/8. Building a Boltzmann Machine - Step 4.mp4
45.65MB
18. Building a Boltzmann Machine/9. Building a Boltzmann Machine - Step 5.mp4
11.13MB
19. ---------------------------- Part 6 - AutoEncoders ----------------------------/2. Plan of attack.mp4
3.36MB
20. AutoEncoders Intuition/1. Auto Encoders.mp4
21.55MB
20. AutoEncoders Intuition/2. A Note on Biases.mp4
2.05MB
20. AutoEncoders Intuition/3. Training an Auto Encoder.mp4
11.13MB
20. AutoEncoders Intuition/4. Overcomplete hidden layers.mp4
6.41MB
20. AutoEncoders Intuition/5. Sparse Autoencoders.mp4
11.52MB
20. AutoEncoders Intuition/6. Denoising Autoencoders.mp4
4.74MB
20. AutoEncoders Intuition/7. Contractive Autoencoders.mp4
4.34MB
20. AutoEncoders Intuition/8. Stacked Autoencoders.mp4
3.64MB
20. AutoEncoders Intuition/9. Deep Autoencoders.mp4
2.84MB
21. Building an AutoEncoder/10. Building an AutoEncoder - Step 5.mp4
11.86MB
21. Building an AutoEncoder/11. Building an AutoEncoder - Step 6.mp4
37.92MB
21. Building an AutoEncoder/12. Building an AutoEncoder - Step 7.mp4
33.7MB
21. Building an AutoEncoder/13. Building an AutoEncoder - Step 8.mp4
33.83MB
21. Building an AutoEncoder/14. Building an AutoEncoder - Step 9.mp4
31.61MB
21. Building an AutoEncoder/15. Building an AutoEncoder - Step 10.mp4
11.26MB
21. Building an AutoEncoder/16. Building an AutoEncoder - Step 11.mp4
28.3MB
21. Building an AutoEncoder/17. THANK YOU bonus video.mp4
52.31MB
21. Building an AutoEncoder/2. How to get the dataset.mp4
6.48MB
21. Building an AutoEncoder/5. Building an AutoEncoder - Step 1.mp4
26.04MB
21. Building an AutoEncoder/6. Building an AutoEncoder - Step 2.mp4
27.82MB
21. Building an AutoEncoder/7. Building an AutoEncoder - Step 3.mp4
20.09MB
21. Building an AutoEncoder/9. Building an AutoEncoder - Step 4.mp4
49.56MB
23. Regression & Classification Intuition/2. Simple Linear Regression Intuition - Step 1.mp4
9.47MB
23. Regression & Classification Intuition/3. Simple Linear Regression Intuition - Step 2.mp4
5.38MB
23. Regression & Classification Intuition/4. Multiple Linear Regression Intuition.mp4
1.82MB
23. Regression & Classification Intuition/5. Logistic Regression Intuition.mp4
29.17MB
24. Data Preprocessing Template/2. Data Preprocessing - Step 1.mp4
54.34MB
24. Data Preprocessing Template/3. Data Preprocessing - Step 2.mp4
15.96MB
24. Data Preprocessing Template/4. Data Preprocessing - Step 3.mp4
71.77MB
24. Data Preprocessing Template/5. Data Preprocessing - Step 4.mp4
69.02MB
24. Data Preprocessing Template/6. Data Preprocessing - Step 5.mp4
88.67MB
24. Data Preprocessing Template/7. Data Preprocessing - Step 6.mp4
67.62MB
24. Data Preprocessing Template/8. Data Preprocessing - Step 7.mp4
101.71MB
25. Logistic Regression Implementation/2. Logistic Regression - Step 1.mp4
44.61MB
25. Logistic Regression Implementation/3. Logistic Regression - Step 2.mp4
84.63MB
25. Logistic Regression Implementation/4. Logistic Regression - Step 3.mp4
43.06MB
25. Logistic Regression Implementation/5. Logistic Regression - Step 4.mp4
45.19MB
25. Logistic Regression Implementation/6. Logistic Regression - Step 5.mp4
30.56MB
25. Logistic Regression Implementation/7. Logistic Regression - Step 6.mp4
52.97MB
25. Logistic Regression Implementation/8. Logistic Regression - Step 7.mp4
118.61MB
3. ANN Intuition/2. Plan of Attack.mp4
4.75MB
3. ANN Intuition/3. The Neuron.mp4
29.57MB
3. ANN Intuition/4. The Activation Function.mp4
14.75MB
3. ANN Intuition/5. How do Neural Networks work.mp4
23.53MB
3. ANN Intuition/6. How do Neural Networks learn.mp4
26.55MB
3. ANN Intuition/7. Gradient Descent.mp4
18.53MB
3. ANN Intuition/8. Stochastic Gradient Descent.mp4
16.83MB
3. ANN Intuition/9. Backpropagation.mp4
10.92MB
4. Building an ANN/1. Business Problem Description.mp4
16.38MB
4. Building an ANN/3. Building an ANN - Step 1.mp4
66.48MB
4. Building an ANN/5. Building an ANN - Step 2.mp4
111MB
4. Building an ANN/6. Building an ANN - Step 3.mp4
75.07MB
4. Building an ANN/7. Building an ANN - Step 4.mp4
65.37MB
4. Building an ANN/8. Building an ANN - Step 5.mp4
101.29MB
6. CNN Intuition/10. Softmax & Cross-Entropy.mp4
33.24MB
6. CNN Intuition/2. Plan of attack.mp4
4.91MB
6. CNN Intuition/3. What are convolutional neural networks.mp4
29.51MB
6. CNN Intuition/4. Step 1 - Convolution Operation.mp4
31.02MB
6. CNN Intuition/5. Step 1(b) - ReLU Layer.mp4
14.09MB
6. CNN Intuition/6. Step 2 - Pooling.mp4
40.25MB
6. CNN Intuition/7. Step 3 - Flattening.mp4
3.27MB
6. CNN Intuition/8. Step 4 - Full Connection.mp4
42.75MB
6. CNN Intuition/9. Summary.mp4
7.91MB
7. Building a CNN/2. Building a CNN - Step 1.mp4
70.79MB
7. Building a CNN/3. Building a CNN - Step 2.mp4
106.86MB
7. Building a CNN/4. Building a CNN - Step 3.mp4
118.61MB
7. Building a CNN/5. Building a CNN - Step 4.mp4
40.01MB
7. Building a CNN/6. Building a CNN - Step 5.mp4
97.72MB
7. Building a CNN/8. Building a CNN - FINAL DEMO!.mp4
152.78MB
9. RNN Intuition/2. Plan of attack.mp4
4.19MB
9. RNN Intuition/3. The idea behind Recurrent Neural Networks.mp4
37.3MB
9. RNN Intuition/4. The Vanishing Gradient Problem.mp4
29.01MB
9. RNN Intuition/5. LSTMs.mp4
45.96MB
9. RNN Intuition/6. Practical intuition.mp4
52.85MB
9. RNN Intuition/7. EXTRA LSTM Variations.mp4
7.34MB
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