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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×

1×14h 2m 49s
1.25×11h 14m 15s
1.5×9h 21m 53s
1.75×8h 1m 37s
2×7h 1m 25s
Average video44m 22s
Longest1h 13m 40s
Shortest4m 1s
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About 15 days at an hour a day

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Days

At one hour a day, every day, this playlist takes about 15 days. Turn on JavaScript to plan around your week.

Videos (19)

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

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Videos to
Watched
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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Watch time: 14h 3m · 19 videos

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