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[DesireCourse.Net] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
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2020-10-15 14:26
2024-9-6 07:24
349
3.06 GB
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DesireCourse
Net
Udemy
-
Deep
Learning
A-Z™
Hands-On
Artificial
Neural
Networks
文件列表
1. Welcome to the course/1. Updates on Udemy Reviews.mp4
61.15MB
1. Welcome to the course/2. What is Deep Learning.mp4
31.31MB
1. Welcome to the course/4. Installing Python.mp4
20.38MB
1. Welcome to the course/5. How to get the dataset.mp4
6.49MB
10. Building a CNN/1. How to get the dataset.mp4
6.49MB
10. Building a CNN/10. Building a CNN - Step 7.mp4
12.58MB
10. Building a CNN/11. Building a CNN - Step 8.mp4
6.8MB
10. Building a CNN/12. Building a CNN - Step 9.mp4
46.87MB
10. Building a CNN/13. Building a CNN - Step 10.mp4
20.54MB
10. Building a CNN/3. Introduction to CNNs.mp4
7.85MB
10. Building a CNN/4. Building a CNN - Step 1.mp4
19.18MB
10. Building a CNN/5. Building a CNN - Step 2.mp4
5.86MB
10. Building a CNN/6. Building a CNN - Step 3.mp4
2.23MB
10. Building a CNN/7. Building a CNN - Step 4.mp4
27.2MB
10. Building a CNN/8. Building a CNN - Step 5.mp4
9.91MB
10. Building a CNN/9. Building a CNN - Step 6.mp4
9.7MB
11. Homework - What's that pet/2. Homework Solution.mp4
40.97MB
14. RNN Intuition/2. Plan of attack.mp4
4.19MB
14. RNN Intuition/3. The idea behind Recurrent Neural Networks.mp4
37.3MB
14. RNN Intuition/4. The Vanishing Gradient Problem.mp4
29.01MB
14. RNN Intuition/5. LSTMs.mp4
45.97MB
14. RNN Intuition/6. Practical intuition.mp4
52.84MB
14. RNN Intuition/7. EXTRA LSTM Variations.mp4
7.33MB
15. Building a RNN/1. How to get the dataset.mp4
6.5MB
15. Building a RNN/10. Building a RNN - Step 8.mp4
13.43MB
15. Building a RNN/11. Building a RNN - Step 9.mp4
8.18MB
15. Building a RNN/12. Building a RNN - Step 10.mp4
11.43MB
15. Building a RNN/13. Building a RNN - Step 11.mp4
29.29MB
15. Building a RNN/14. Building a RNN - Step 12.mp4
13.47MB
15. Building a RNN/15. Building a RNN - Step 13.mp4
39.86MB
15. Building a RNN/16. Building a RNN - Step 14.mp4
21.54MB
15. Building a RNN/17. Building a RNN - Step 15.mp4
21.67MB
15. Building a RNN/3. Building a RNN - Step 1.mp4
13.7MB
15. Building a RNN/4. Building a RNN - Step 2.mp4
15.6MB
15. Building a RNN/5. Building a RNN - Step 3.mp4
15.91MB
15. Building a RNN/6. Building a RNN - Step 4.mp4
37.11MB
15. Building a RNN/7. Building a RNN - Step 5.mp4
26.22MB
15. Building a RNN/8. Building a RNN - Step 6.mp4
6.77MB
15. Building a RNN/9. Building a RNN - Step 7.mp4
20.84MB
18. SOMs Intuition/1. Plan of attack.mp4
4.45MB
18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp4
18.49MB
18. SOMs Intuition/2. How do Self-Organizing Maps Work.mp4
15.96MB
18. SOMs Intuition/3. Why revisit K-Means.mp4
3.45MB
18. SOMs Intuition/4. K-Means Clustering (Refresher).mp4
21.23MB
18. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).mp4
25.08MB
18. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).mp4
15.49MB
18. SOMs Intuition/7. Live SOM example.mp4
12.69MB
18. SOMs Intuition/8. Reading an Advanced SOM.mp4
43.18MB
18. SOMs Intuition/9. EXTRA K-means Clustering (part 2).mp4
12.34MB
19. Building a SOM/1. How to get the dataset.mp4
6.49MB
19. Building a SOM/2. Building a SOM - Step 1.mp4
30.67MB
19. Building a SOM/3. Building a SOM - Step 2.mp4
19.43MB
19. Building a SOM/4. Building a SOM - Step 3.mp4
36.03MB
19. Building a SOM/5. Building a SOM - Step 4.mp4
28.73MB
20. Mega Case Study/1. Mega Case Study - Step 1.mp4
4.28MB
20. Mega Case Study/2. Mega Case Study - Step 2.mp4
9.68MB
20. Mega Case Study/3. Mega Case Study - Step 3.mp4
35.2MB
20. Mega Case Study/4. Mega Case Study - Step 4.mp4
22.74MB
22. Boltzmann Machine Intuition/1. Plan of attack.mp4
3.26MB
22. Boltzmann Machine Intuition/2. Boltzmann Machine.mp4
25.01MB
22. Boltzmann Machine Intuition/3. Energy-Based Models (EBM).mp4
15.72MB
22. Boltzmann Machine Intuition/4. Editing Wikipedia - Our Contribution to the World.mp4
18.43MB
22. Boltzmann Machine Intuition/5. Restricted Boltzmann Machine.mp4
31.89MB
22. Boltzmann Machine Intuition/6. Contrastive Divergence.mp4
24.91MB
22. Boltzmann Machine Intuition/7. Deep Belief Networks.mp4
10.34MB
22. Boltzmann Machine Intuition/8. Deep Boltzmann Machines.mp4
4.86MB
23. Building a Boltzmann Machine/1. How to get the dataset.mp4
6.49MB
23. Building a Boltzmann Machine/10. Building a Boltzmann Machine - Step 6.mp4
18.8MB
23. Building a Boltzmann Machine/11. Building a Boltzmann Machine - Step 7.mp4
22.9MB
23. Building a Boltzmann Machine/12. Building a Boltzmann Machine - Step 8.mp4
29.2MB
23. Building a Boltzmann Machine/13. Building a Boltzmann Machine - Step 9.mp4
15.27MB
23. Building a Boltzmann Machine/14. Building a Boltzmann Machine - Step 10.mp4
24.42MB
23. Building a Boltzmann Machine/15. Building a Boltzmann Machine - Step 11.mp4
16.68MB
23. Building a Boltzmann Machine/16. Building a Boltzmann Machine - Step 12.mp4
30.95MB
23. Building a Boltzmann Machine/17. Building a Boltzmann Machine - Step 13.mp4
42.97MB
23. Building a Boltzmann Machine/18. Building a Boltzmann Machine - Step 14.mp4
40.43MB
23. Building a Boltzmann Machine/3. Building a Boltzmann Machine - Introduction.mp4
21.06MB
23. Building a Boltzmann Machine/5. Building a Boltzmann Machine - Step 1.mp4
21.16MB
23. Building a Boltzmann Machine/6. Building a Boltzmann Machine - Step 2.mp4
20.85MB
23. Building a Boltzmann Machine/7. Building a Boltzmann Machine - Step 3.mp4
18.21MB
23. Building a Boltzmann Machine/8. Building a Boltzmann Machine - Step 4.mp4
45.64MB
23. Building a Boltzmann Machine/9. Building a Boltzmann Machine - Step 5.mp4
11.12MB
25. AutoEncoders Intuition/1. Plan of attack.mp4
3.36MB
25. AutoEncoders Intuition/10. Deep Autoencoders.mp4
2.85MB
25. AutoEncoders Intuition/2. Auto Encoders.mp4
21.54MB
25. AutoEncoders Intuition/3. A Note on Biases.mp4
2.05MB
25. AutoEncoders Intuition/4. Training an Auto Encoder.mp4
11.13MB
25. AutoEncoders Intuition/5. Overcomplete hidden layers.mp4
6.42MB
25. AutoEncoders Intuition/6. Sparse Autoencoders.mp4
11.52MB
25. AutoEncoders Intuition/7. Denoising Autoencoders.mp4
4.75MB
25. AutoEncoders Intuition/8. Contractive Autoencoders.mp4
4.35MB
25. AutoEncoders Intuition/9. Stacked Autoencoders.mp4
3.63MB
26. Building an AutoEncoder/1. How to get the dataset.mp4
6.49MB
26. Building an AutoEncoder/10. Building an AutoEncoder - Step 6.mp4
37.92MB
26. Building an AutoEncoder/11. Building an AutoEncoder - Step 7.mp4
33.7MB
26. Building an AutoEncoder/12. Building an AutoEncoder - Step 8.mp4
33.83MB
26. Building an AutoEncoder/13. Building an AutoEncoder - Step 9.mp4
31.61MB
26. Building an AutoEncoder/14. Building an AutoEncoder - Step 10.mp4
11.26MB
26. Building an AutoEncoder/15. Building an AutoEncoder - Step 11.mp4
28.29MB
26. Building an AutoEncoder/16. THANK YOU bonus video.mp4
52.3MB
26. Building an AutoEncoder/4. Building an AutoEncoder - Step 1.mp4
26.04MB
26. Building an AutoEncoder/5. Building an AutoEncoder - Step 2.mp4
27.81MB
26. Building an AutoEncoder/6. Building an AutoEncoder - Step 3.mp4
20.09MB
26. Building an AutoEncoder/8. Building an AutoEncoder - Step 4.mp4
49.56MB
26. Building an AutoEncoder/9. Building an AutoEncoder - Step 5.mp4
11.87MB
28. Regression & Classification Intuition/2. Simple Linear Regression Intuition - Step 1.mp4
9.47MB
28. Regression & Classification Intuition/3. Simple Linear Regression Intuition - Step 2.mp4
5.37MB
28. Regression & Classification Intuition/4. Multiple Linear Regression Intuition.mp4
1.82MB
28. Regression & Classification Intuition/5. Logistic Regression Intuition.mp4
29.17MB
29. Data Preprocessing Template/1. Data Preprocessing - Step 1.mp4
13.25MB
29. Data Preprocessing Template/2. Data Preprocessing - Step 2.mp4
15.86MB
29. Data Preprocessing Template/3. Data Preprocessing - Step 3.mp4
21.74MB
29. Data Preprocessing Template/4. Data Preprocessing - Step 4.mp4
28.95MB
29. Data Preprocessing Template/5. Data Preprocessing - Step 5.mp4
22.89MB
29. Data Preprocessing Template/6. Data Preprocessing - Step 6.mp4
22.81MB
29. Data Preprocessing Template/7. Data Preprocessing Template.mp4
8.13MB
3. ANN Intuition/1. Plan of Attack.mp4
4.74MB
3. ANN Intuition/2. The Neuron.mp4
29.57MB
3. ANN Intuition/3. The Activation Function.mp4
14.76MB
3. ANN Intuition/4. How do Neural Networks work.mp4
23.54MB
3. ANN Intuition/5. How do Neural Networks learn.mp4
26.55MB
3. ANN Intuition/6. Gradient Descent.mp4
18.53MB
3. ANN Intuition/7. Stochastic Gradient Descent.mp4
16.83MB
3. ANN Intuition/8. Backpropagation.mp4
10.93MB
30. Classification Template/1. Logistic Regression Implementation - Step 1.mp4
12.2MB
30. Classification Template/2. Logistic Regression Implementation - Step 2.mp4
8.14MB
30. Classification Template/3. Logistic Regression Implementation - Step 3.mp4
5.96MB
30. Classification Template/4. Logistic Regression Implementation - Step 4.mp4
9.68MB
30. Classification Template/5. Logistic Regression Implementation - Step 5.mp4
42.48MB
30. Classification Template/6. Classification Template.mp4
11.72MB
4. Building an ANN/10. Building an ANN - Step 6.mp4
7.05MB
4. Building an ANN/11. Building an ANN - Step 7.mp4
8.99MB
4. Building an ANN/12. Building an ANN - Step 8.mp4
18.18MB
4. Building an ANN/13. Building an ANN - Step 9.mp4
16.9MB
4. Building an ANN/14. Building an ANN - Step 10.mp4
17.44MB
4. Building an ANN/2. How to get the dataset.mp4
6.49MB
4. Building an ANN/3. Business Problem Description.mp4
16.37MB
4. Building an ANN/5. Building an ANN - Step 1.mp4
24.29MB
4. Building an ANN/6. Building an ANN - Step 2.mp4
45.86MB
4. Building an ANN/7. Building an ANN - Step 3.mp4
8.37MB
4. Building an ANN/8. Building an ANN - Step 4.mp4
5.95MB
4. Building an ANN/9. Building an ANN - Step 5.mp4
29.58MB
5. Homework Challenge - Should we say goodbye to that customer/2. Homework Solution.mp4
37.62MB
6. Evaluating, Improving and Tuning the ANN/1. Evaluating the ANN.mp4
55.84MB
6. Evaluating, Improving and Tuning the ANN/2. Improving the ANN.mp4
19.83MB
6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.mp4
50.76MB
9. CNN Intuition/10. Softmax & Cross-Entropy.mp4
33.24MB
9. CNN Intuition/2. Plan of attack.mp4
4.91MB
9. CNN Intuition/3. What are convolutional neural networks.mp4
29.5MB
9. CNN Intuition/4. Step 1 - Convolution Operation.mp4
31.02MB
9. CNN Intuition/5. Step 1(b) - ReLU Layer.mp4
14.09MB
9. CNN Intuition/6. Step 2 - Pooling.mp4
40.25MB
9. CNN Intuition/7. Step 3 - Flattening.mp4
3.27MB
9. CNN Intuition/8. Step 4 - Full Connection.mp4
42.74MB
9. CNN Intuition/9. Summary.mp4
7.92MB
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