Deep Learning with Python
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7:24:35
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1. Course Introduction.mp4
09:47
2. Installing Software.mp4
08:30
3. Launch Jupyter Notebook Task.mp4
02:55
4. Launch Jupyter Notebook Demo.mp4
13:30
5. What Is Deep Learning.mp4
19:14
6. Explore Linear Regression Task.mp4
03:14
7. How Computers Learn.mp4
16:28
8. Explore Linear Regression Demo.mp4
14:32
9. Build a MNIST Digit Recognition System Task.mp4
02:05
10. Build a MNIST Digit Recognition System Demo.mp4
17:59
11. Explore Loss Function, Batch Size & Epochs Task.mp4
02:15
12. Mechanics Of Deep Learning Overview.mp4
13:31
13. Explore Loss Function, Batch Size & Epochs Demo.mp4
17:20
14. Explore Optimizers Task.mp4
02:25
15. Loss Functions.mp4
13:42
16. Optimizers.mp4
12:11
17. Explore Optimizers Demo.mp4
12:45
18. Layers.mp4
09:36
19. Explore Layers Task.mp4
01:21
20. Explore Layers Demo.mp4
10:50
21. Activation Functions.mp4
08:51
22. Explore Activation Functions Task.mp4
01:01
23. Explore Activation Functions Demo.mp4
05:09
24. The Curse of Dimensionality Task.mp4
04:23
25. The Curse of Dimensionality Demo.mp4
12:54
26. Scaling Our Data Task.mp4
01:45
27. Scaling Our Data Demo.mp4
10:25
28. Understanding One Hot Encoding Task.mp4
03:25
29. Understanding One Hot Encoding Demo.mp4
10:10
30. Text Processing Task.mp4
04:26
31. Text Processing Demo.mp4
11:49
32. Preprocessing Overview.mp4
14:10
33. Scaling Your Data.mp4
10:07
34. Encodings.mp4
09:12
35. Dealing With Text.mp4
13:04
36. Validation Data Task.mp4
01:30
37. Validation Data Demo.mp4
07:42
38. Explore Metrics Task.mp4
01:44
39. Explore Metrics Demo.mp4
11:11
40. Battling Overfitting Task.mp4
08:09
41. Battling Overfitting Demo.mp4
17:31
42. Explore Cross Validation Schemes Task.mp4
05:47
43. Explore Cross Validation Schemes Demo.mp4
04:19
44. Evaluation & Validation.mp4
15:27
45. Metrics.mp4
13:05
46. Overfitting Vs Underfitting.mp4
12:40
47. Cross Validation Schemes.mp4
13:03
48. Be An Engineer.mp4
07:26
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INE
View courses INEINE: Expert IT Training for Networking, Cyber Security and Cloud
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- language english
- Training sessions 48
- duration 7:24:35
- Release Date 2023/08/18
