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徐亦达机器学习课程

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2017-07-31 21:50:18

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。

Machine Learning

GrokCV 发消息

分享一下小伙伴们的学习内容

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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