Playlist · Stanford Online

Stanford EE104: Introduction to Machine Learning Full Course

by Stanford Online · 19 videos

Listed in Best free machine learning courses on YouTube, ranked by total hours

Total watch time

14h 3m

at 1× speed · exactly 14 hours, 2 minutes, 49 seconds at 1×

At an hour a day you'd finish in 15 days

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15 days

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At each speed

1×	14h 2m 49s
1.25×	11h 14m 15s	−2h 49m
1.5×	9h 21m 53s	−4h 41m
1.75×	8h 1m 37s	−6h 1m
2×	7h 1m 25s	−7h 1m

Average video44m 22s

Longest1h 13m 40s

Shortest4m 1s

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1:13:40

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Videos (19)

14h 3m in total · tick what you've watched

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1	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 1 - course information	4:01	2021-03-17
2	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture - 2 overview	39:31	2021-03-17
3	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 3 - predictors	1:01:30	2021-03-17
4	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 4 - validation	48:26	2021-03-17
5	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 5 - features	1:13:40	2021-03-17
6	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 6 - empirical risk minimization	1:04:34	2021-03-17
7	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 7 - constant predictors	50:53	2021-03-17
8	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 8 - non quadratic losses	39:08	2021-03-17
9	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 9 - house prices example	38:39	2021-03-17
10	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 10 - non quadratic regularizers	50:12	2021-03-17
11	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 11 - neural networks	37:36	2021-03-17
12	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 12 - classifiers	55:53	2021-03-17
13	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 13 - erm for classifiers	35:21	2021-03-17
14	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 14 - Boolean classification	40:48	2021-03-17
15	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 15 - multiclass classification	33:48	2021-03-17
16	Stanford EE104: Intro to Machine Learning \| 2020 \| Lecture 16 - probabilistic classification	43:45	2021-03-17
17	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 17-erm for probabilistic classif.	37:00	2021-03-17
18	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 18 - unsupervised learning	43:00	2021-03-17
19	Stanford EE104: Introduction to Machine Learning \| 2020 \| Lecture 19 - principal components analysis	45:04	2021-03-17

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