【机器学习】李宏毅 2017

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2019-05-30 12:02:33
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https://www.youtube.com/watch?v=CXgbekl66jc&list=PLJV_el3uVTsPy9oCRY30oBPNLCo89yu49
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视频选集
(23/27)
0. Introduction of Machine Learning
40:22
1. Regression
01:25:33
2. Where does the error come from?
43:13
3. Gradient Descent
01:06:16
4. Classification
01:09:45
5. Logistic Regression
01:07:18
6. Brief Introduction of Deep Learning
46:32
7. Backpropagation
31:29
8. Keras
50:45
9. Tips for Training DNN
01:26:09
9.1. Demo
21:35
10. Convolutional Neural Network
01:19:30
11. Why Deep
57:48
12. Semi-supervised
01:00:00
13. Unsupervised Learning - Linear Methods
01:40:20
14. Unsupervised Learning - Word Embedding
40:42
15. Unsupervised Learning - Neighbor Embedding
31:01
16. Unsupervised Learning - Auto-encoder
42:03
17. Unsupervised Learning - Deep Generative Model (Part I)
29:26
18. Unsupervised Learning - Deep Generative Model (Part II)
01:03:34
19. Transfer Learning
01:14:29
20. Support Vector Machine (SVM)
01:05:30
21-1. Recurrent Neural Network (Part I)
48:54
21-2. Recurrent Neural Network (Part II)
01:30:52
22. Ensemble
01:40:02
23-1. Deep Reinforcement Learning
01:06:05
23-2&3. Policy Gradient & Reinforcement Learning
01:18:52
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