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徐亦达机器学习课程

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https://www.youtube.com/channel/UConITmGn5PFr0hxTI2tWD4Q 适合与 PRML 9、10、11、13 章一起食用 已获徐亦达老师授权。
公开课
机器学习
Machine Learning
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视频选集
（13/72）
01 - Expectation Maximisation (part 1)
08:32
02 - Expectation Maximisation (part 2)
18:45
03 - Expectation Maximisation (part 3)
20:53
04 - Expectation Maximisation (part 4)
18:57
05 - Expectation Maximisation (part 5)
11:21
06 - Expectation Maximisation (part 6)
14:11
07 - Expectation Maximisation (part 7)
21:29
08 - Expectation Maximisation (part 8) demo
02:28
09 - Hidden Markov Model (part 1)
18:00
10 - Hidden Markov Model (part 2)
18:32
11 - Hidden Markov Model (part 3)
11:32
12 - Hidden Markov Model (part 4)
19:41
13 - Hidden Markov Model (part 5)
18:47
14 - Hidden Markov Model (part 6)
07:24
15 - Markov Chain Monte Carlo (part 1)
11:26
16 - Markov Chain Monte Carlo (part 2)
15:41
17 - Markov Chain Monte Carlo (part 3)
10:39
18 - Markov Chain Monte Carlo (part 4)
21:07
19 - Markov Chain Monte Carlo (part 5)
11:55
20 - Markov Chain Monte Carlo (part 6)
14:38
21 - Markov Chain Monte Carlo (part 7)
20:50
22 - Markov Chain Monte Carlo (part 8) demo
03:19
23 - slice sampling (part 1)
14:50
24 - Slice Sampling (Part 2)
10:48
25 - Slice Sampling (Part 3)
08:31
26 - Slice Sampling (Part 4)_bilibili
15:13
27 - Variational Inference Basics (part 1)
15:46
28 - Variational Inference Basics (part 2)
13:52
29 - Variational Inference Basics (part 3)
18:43
30 - Variational Inference Basics (part 4)
08:53
31 - Variational Inference Basics (part 5)
18:21
32 - Variational Inference Basics (part 6)
12:33
33 - Variational Inference for LDA (part 1)
21:00
34 - Variational Inference for LDA (part 2)
15:12
35 - Variational Inference for LDA (part 3)
11:16
36 - Variational Inference for LDA (part 4)
19:34
37 - Variational Inference Exponential Family (part 1)
10:30
38 - Variational Inference Exponential Family (part 2)
11:20
39 - Variational Inference Exponential Family (part 3)
16:30
40 - Variational Inference Exponential Family (part 4)
08:54
41 - Variational Inference Exponential Family (part 5)
14:36
42 - Variational Inference Exponential Family (part 6)
17:55
43 - Variational Inference Exponential Family (part 7)
14:59
44 - Variational Inference Exponential Family (part 8)
14:28
45 - Variational Inference Exponential Family (part 9)
11:58
46 - Variational Inference Exponential Family (part 10)
11:51
47 - Variational Inference Exponential Family (part 11)
17:17
48 - Kalman Filter (part 1)
08:58
49 - Kalman Filter (part 2)
15:23
50 - Kalman Filter (part 3)
10:41
51 - Kalman Filter (part 4)
13:35
52 - Kalman Filter (part 5)
14:06
53 - Kalman Filter (part 6)
17:04
54 - Kalman Filter (part 7)
15:13
55 - Particle Filter (part 1)
12:42
56 - Particle Filter (part 2)
09:15
57 - Particle Filter (part 3)
14:31
58 - Particle Filter (part 4)
15:26
59 - Particle Filter (part 5)
16:05
60 - Particle Filter (part 6)
06:06
61 - Particle Filter (part 7)
11:36
62 - Particle Filter (part 8)
13:06
63 - Dirichlet Process (Part 1)
16:00
64 - Dirichlet Process (Part 2)
17:15
65 - Dirichlet Process (Part 3)
11:31
66 - Dirichlet Process (part 4)
14:40
67 - Dirichlet Process (part 5)
10:42
68 - Dirichlet Process (part 6)
08:02
69 - Dirichlet Process (part 7)
11:46
70 - Dirichlet Process (part 8)
12:31
71 - Dirichlet Process (part 9)
10:22
72 - Dirichlet Process demo
05:47

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