YouTube

274 likes, 1 dislikes

1:08:40

1

Lecture 1 | Machine Learning (Stanford)

by StanfordUniversity 442,749 views
1:16:16

2

Lecture 2 | Machine Learning (Stanford)

by StanfordUniversity 184,670 views
1:13:14

3

Lecture 3 | Machine Learning (Stanford)

by StanfordUniversity 100,761 views
1:13:07

4

Lecture 4 | Machine Learning (Stanford)

by StanfordUniversity 75,189 views
1:15:31

5

Lecture 5 | Machine Learning (Stanford)

by StanfordUniversity 54,404 views
1:13:09

6

Lecture 6 | Machine Learning (Stanford)

by StanfordUniversity 55,924 views
1:15:45

7

Lecture 7 | Machine Learning (Stanford)

by StanfordUniversity 44,042 views
1:17:19

8

Lecture 8 | Machine Learning (Stanford)

by StanfordUniversity 42,231 views
1:14:19

9

Lecture 9 | Machine Learning (Stanford)

by StanfordUniversity 29,569 views
1:12:56

10

Lecture 10 | Machine Learning (Stanford)

by StanfordUniversity 25,271 views
1:22:19

11

Lecture 11 | Machine Learning (Stanford)

by StanfordUniversity 29,041 views
1:14:23

12

Lecture 12 | Machine Learning (Stanford)

by StanfordUniversity 28,591 views
1:14:57

13

Lecture 13 | Machine Learning (Stanford)

by StanfordUniversity 23,467 views
1:20:40

14

Lecture 14 | Machine Learning (Stanford)

by StanfordUniversity 29,604 views
1:17:18

15

Lecture 15 | Machine Learning (Stanford)

by StanfordUniversity 25,840 views
1:13:06

16

Lecture 16 | Machine Learning (Stanford)

by StanfordUniversity 23,428 views
1:17:00

17

Lecture 17 | Machine Learning (Stanford)

by StanfordUniversity 17,195 views
1:16:38

18

Lecture 18 | Machine Learning (Stanford)

by StanfordUniversity 21,908 views
1:15:55

19

Lecture 19 | Machine Learning (Stanford)

by StanfordUniversity 18,246 views
1:16:40

20

Lecture 20 | Machine Learning (Stanford)

by StanfordUniversity 20,268 views

This course (CS229) -- taught by Professor Andrew Ng -- provides a broad introduction to machine learning and statistical pattern recognition. Topics include supervised learning, unsupervised learning, learning theory, reinforcement learning and adaptive control. Recent applications of machine learning, such as to robotic control, data mining, autonomous navigation, bioinformatics, speech recognition, and text and web data processing are also discussed.

About Stanford University

Located between San Francisco and San Jose in the heart of Silicon Valley, Stanford University is recognized as one of the world's leading research and teaching institutions.  

The University was founded in 1891 by Leland and Jane Stanford to "promote the public welfare by exercising an influence on behalf of humanity and civilization." More than a century later, Stanford remains dedicated to finding solutions to the great challenges of the day and to preparing our students for leadership in today's complex world.

The Stanford Channel on YouTube is an archive of videos from schools, departments, and programs across the university highlighting faculty lectures, events, news, and more.

Located between San Francisco and San Jose in the heart of Silicon Valley, Stanford University is recognized as one of the world's leading research and teaching institutions.  

The University was founded in 1891 by Leland and Jane Stanford to "pr...

76 playlists by Stanford University View all videos

54,826,260 views

211,713

Featured Playlists

4 videos Play all

Course | Machine Learning

Lecture 1 | Machine Learning (Stanford)

Lecture 2 | Machine Learning (Stanford)

Lecture 3 | Machine Learning (Stanford)

Lecture 4 | Machine Learning (Stanford)

Lecture 5 | Machine Learning (Stanford)

Lecture 6 | Machine Learning (Stanford)

Lecture 7 | Machine Learning (Stanford)

Lecture 8 | Machine Learning (Stanford)

Lecture 9 | Machine Learning (Stanford)

Lecture 10 | Machine Learning (Stanford)

Lecture 11 | Machine Learning (Stanford)

Lecture 12 | Machine Learning (Stanford)

Lecture 13 | Machine Learning (Stanford)

Lecture 14 | Machine Learning (Stanford)

Lecture 15 | Machine Learning (Stanford)

Lecture 16 | Machine Learning (Stanford)

Lecture 17 | Machine Learning (Stanford)

Lecture 18 | Machine Learning (Stanford)

Lecture 19 | Machine Learning (Stanford)

Lecture 20 | Machine Learning (Stanford)

About Stanford University

Featured Playlists

Stanford 2012 Nobel Prize Winners

Stanford News 2012

Course: Entrepreneurship Through the Lens of Venture Capital

Course | The Theoretical Minimum: Quantum Mechanics