[GigaCourse.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
大小
3.33 GB
文件数
348
Info Hash:
9EC00541540DC46F084982802961DF97A4BECD85
收录时间
2025-12-21 16:27:54
更新时间
2025-12-21 17:34:01
文件列表 (348)
1. Welcome to the course/1. What is Deep Learning.mp4
31.32 MB
1. Welcome to the course/1. What is Deep Learning.srt
23.86 KB
1. Welcome to the course/2. Updates on Udemy Reviews.mp4
20.41 MB
1. Welcome to the course/2. Updates on Udemy Reviews.srt
1.85 KB
1. Welcome to the course/3. BONUS Learning Paths.html
2.37 KB
1. Welcome to the course/4. Installing Python.mp4
20.38 MB
1. Welcome to the course/4. Installing Python.srt
16.3 KB
1. Welcome to the course/5. How to get the dataset.mp4
6.48 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 B
1. Welcome to the course/6.1 DL Colab Changes.zip
279.95 MB
1. Welcome to the course/6.2 DL-A-Z-Colab-Run-Instructions.ipynb.zip
2.25 KB
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 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
12.57 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
6.8 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
46.88 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
20.55 MB
10. Building a CNN/13. Building a CNN - Step 10.srt
17.33 KB
10. Building a CNN/2. Installing Keras.html
927 B
10. Building a CNN/3. Introduction to CNNs.mp4
7.84 MB
10. Building a CNN/3. Introduction to CNNs.srt
8.6 KB
10. Building a CNN/4. Building a CNN - Step 1.mp4
19.18 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
27.2 MB
10. Building a CNN/7. Building a CNN - Step 4.srt
26.7 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
9.7 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 B
11. Homework - What's that pet/2. Homework Solution.mp4
40.97 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 B
12. Evaluating, Improving and Tuning the CNN/2. Homework Challenge Solution - Get the gold medal.html
185 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 B
14. RNN Intuition/2. Plan of attack.mp4
4.2 MB
14. RNN Intuition/2. Plan of attack.srt
4.84 KB
14. RNN Intuition/3. The idea behind Recurrent Neural Networks.mp4
37.3 MB
14. RNN Intuition/3. The idea behind Recurrent Neural Networks.srt
31.7 KB
14. RNN Intuition/4. The Vanishing Gradient Problem.mp4
29.02 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
52.85 MB
14. RNN Intuition/6. Practical intuition.srt
27.96 KB
14. RNN Intuition/7. EXTRA LSTM Variations.mp4
7.33 MB
14. RNN Intuition/7. EXTRA LSTM Variations.srt
6.77 KB
15. Building a RNN/1. How to get the dataset.mp4
6.5 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
13.43 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
29.3 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
9.43 KB
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
21.68 MB
15. Building a RNN/17. Building a RNN - Step 15.srt
17.69 KB
15. Building a RNN/2. Installing Keras.html
927 B
15. Building a RNN/3. Building a RNN - Step 1.mp4
13.7 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
15.59 MB
15. Building a RNN/4. Building a RNN - Step 2.srt
12.7 KB
15. Building a RNN/5. Building a RNN - Step 3.mp4
15.92 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
37.12 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 B
17. Part 4 - Self Organizing Maps/1. Welcome to Part 4 - Self Organizing Maps.html
333 B
18. SOMs Intuition/1. Plan of attack.mp4
4.46 MB
18. SOMs Intuition/1. Plan of attack.srt
6.6 KB
18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp4
18.48 MB
18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).srt
25 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
18.3 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
21.24 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
25.08 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
15.5 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
12.69 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
12.35 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
19.43 MB
19. Building a SOM/3. Building a SOM - Step 2.srt
19.47 MB
19. Building a SOM/4. Building a SOM - Step 3.mp4
36.04 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
28.74 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 B
20. Mega Case Study/1. Mega Case Study - Step 1.mp4
4.28 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
35.21 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
22.75 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
25.01 MB
22. Boltzmann Machine Intuition/2. Boltzmann Machine.srt
30.23 KB
22. Boltzmann Machine Intuition/3. Energy-Based Models (EBM).mp4
15.73 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
31.89 MB
22. Boltzmann Machine Intuition/5. Restricted Boltzmann Machine.srt
37.8 KB
22. Boltzmann Machine Intuition/6. Contrastive Divergence.mp4
24.92 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
6.49 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
18.8 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
22.91 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
29.21 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
15.27 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
24.43 MB
23. Building a Boltzmann Machine/14. Building a Boltzmann Machine - Step 10.srt
22.6 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
30.96 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
42.98 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
40.44 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 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
18.21 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
42.5 KB
23. Building a Boltzmann Machine/9. Building a Boltzmann Machine - Step 5.mp4
11.12 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
3.36 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
21.55 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
3.64 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
37.92 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
33.71 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
33.83 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
11.26 MB
26. Building an AutoEncoder/14. Building an AutoEncoder - Step 10.srt
11.27 MB
26. Building an AutoEncoder/15. Building an AutoEncoder - Step 11.mp4
28.3 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
2.44 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 B
26. Building an AutoEncoder/4. Building an AutoEncoder - Step 1.mp4
26.04 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
20.1 MB
26. Building an AutoEncoder/6. Building an AutoEncoder - Step 3.srt
16.2 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
49.57 MB
26. Building an AutoEncoder/8. Building an AutoEncoder - Step 4.srt
41.1 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 B
28. Regression & Classification Intuition/1. What You Need for Regression & Classification.html
648 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
5.38 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
21.73 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
14.76 MB
3. ANN Intuition/3. The Activation Function.srt
16.86 KB
3. ANN Intuition/4. How do Neural Networks work.mp4
23.54 MB
3. ANN Intuition/4. How do Neural Networks work.srt
26.3 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
18.53 MB
3. ANN Intuition/6. Gradient Descent.srt
19.11 KB
3. ANN Intuition/7. Stochastic Gradient Descent.mp4
16.82 MB
3. ANN Intuition/7. Stochastic Gradient Descent.srt
17.55 KB
3. ANN Intuition/8. Backpropagation.mp4
10.92 MB
3. ANN Intuition/8. Backpropagation.srt
9.95 KB
30. Classification Template/1. Logistic Regression Implementation - Step 1.mp4
12.19 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
5.97 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
11.72 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
8.99 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
10.3 KB
4. Building an ANN/4. Installing Keras.html
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4. Building an ANN/5. Building an ANN - Step 1.mp4
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4. Building an ANN/5. Building an ANN - Step 1.srt
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4. Building an ANN/6. Building an ANN - Step 2.mp4
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4. Building an ANN/6. Building an ANN - Step 2.srt
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4. Building an ANN/7. Building an ANN - Step 3.mp4
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4. Building an ANN/7. Building an ANN - Step 3.srt
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4. Building an ANN/8. Building an ANN - Step 4.mp4
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4. Building an ANN/8. Building an ANN - Step 4.srt
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4. Building an ANN/9. Building an ANN - Step 5.mp4
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4. Building an ANN/9. Building an ANN - Step 5.srt
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5. Homework Challenge - Should we say goodbye to that customer/1. Homework Instruction.html
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5. Homework Challenge - Should we say goodbye to that customer/2. Homework Solution.mp4
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5. Homework Challenge - Should we say goodbye to that customer/2. Homework Solution.srt
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6. Evaluating, Improving and Tuning the ANN/1. Evaluating the ANN.mp4
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6. Evaluating, Improving and Tuning the ANN/1. Evaluating the ANN.srt
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6. Evaluating, Improving and Tuning the ANN/2. Improving the ANN.mp4
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6. Evaluating, Improving and Tuning the ANN/2. Improving the ANN.srt
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6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.mp4
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6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.srt
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7. Homework Challenge - Put me one step down on the podium/1. Homework Instruction.html
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8. Part 2 - Convolutional Neural Networks/1. Welcome to Part 2 - Convolutional Neural Networks.html
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9. CNN Intuition/1. What You'll Need for CNN.html
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9. CNN Intuition/10. Softmax & Cross-Entropy.mp4
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9. CNN Intuition/10. Softmax & Cross-Entropy.srt
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9. CNN Intuition/2. Plan of attack.mp4
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9. CNN Intuition/2. Plan of attack.srt
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9. CNN Intuition/3. What are convolutional neural networks.mp4
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9. CNN Intuition/3. What are convolutional neural networks.srt
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9. CNN Intuition/4. Step 1 - Convolution Operation.mp4
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9. CNN Intuition/4. Step 1 - Convolution Operation.srt
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9. CNN Intuition/5. Step 1(b) - ReLU Layer.mp4
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9. CNN Intuition/5. Step 1(b) - ReLU Layer.srt
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9. CNN Intuition/6. Step 2 - Pooling.mp4
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9. CNN Intuition/6. Step 2 - Pooling.srt
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9. CNN Intuition/7. Step 3 - Flattening.mp4
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9. CNN Intuition/7. Step 3 - Flattening.srt
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9. CNN Intuition/8. Step 4 - Full Connection.mp4
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9. CNN Intuition/8. Step 4 - Full Connection.srt
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9. CNN Intuition/9. Summary.mp4
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9. CNN Intuition/9. Summary.srt
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[GigaCourse.com].url
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