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Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2019

by Stanford Online · 19 videos

Total watch time

1d 1h 4m

at 1× speed · exactly 1 day, 1 hour, 4 minutes, 8 seconds at 1×

1×1d 1h 4m 8s
1.25×20h 3m 18s
1.5×16h 42m 45s
1.75×14h 19m 30s
2×12h 32m 4s
Average video1h 19m 10s
Longest1h 27m 26s
Shortest1h 1m 48s
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About 26 days at an hour a day

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Days

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Videos (19)

1d 1h 4m in total · tick what you've watched

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Videos to
Watched
1 Overview Artificial Intelligence Course | Stanford CS221: Learn AI (Autumn 2019) 1:27:26 2020-01-06
2 Machine Learning 1 - Linear Classifiers, SGD | Stanford CS221: AI (Autumn 2019) 1:20:34 2020-01-08
3 Machine Learning 2 - Features, Neural Networks | Stanford CS221: AI (Autumn 2019) 1:22:23 2020-01-08
4 Machine Learning 3 - Generalization, K-means | Stanford CS221: AI (Autumn 2019) 1:23:07 2020-01-08
5 Search 1 - Dynamic Programming, Uniform Cost Search | Stanford CS221: AI (Autumn 2019) 1:20:25 2020-01-08
6 Search 2 - A* | Stanford CS221: Artificial Intelligence (Autumn 2019) 1:21:54 2020-01-08
7 Markov Decision Processes 1 - Value Iteration | Stanford CS221: AI (Autumn 2019) 1:23:07 2020-01-08
8 Markov Decision Processes 2 - Reinforcement Learning | Stanford CS221: AI (Autumn 2019) 1:14:38 2020-04-28
9 Game Playing 1 - Minimax, Alpha-beta Pruning | Stanford CS221: AI (Autumn 2019) 1:21:33 2020-01-08
10 Game Playing 2 - TD Learning, Game Theory | Stanford CS221: Artificial Intelligence (Autumn 2019) 1:19:26 2020-01-08
11 Factor Graphs 1 - Constraint Satisfaction Problems | Stanford CS221: AI (Autumn 2019) 1:21:17 2020-12-17
12 Factor Graphs 2 - Conditional Independence | Stanford CS221: AI (Autumn 2019) 1:17:51 2020-04-28
13 Bayesian Networks 1 - Inference | Stanford CS221: AI (Autumn 2019) 1:21:39 2020-12-17
14 Bayesian Networks 2 - Forward-Backward | Stanford CS221: AI (Autumn 2019) 1:11:49 2020-12-17
15 Bayesian Networks 3 - Maximum Likelihood | Stanford CS221: AI (Autumn 2019) 1:23:45 2020-12-17
16 Logic 1 - Propositional Logic | Stanford CS221: AI (Autumn 2019) 1:18:34 2020-12-17
17 Logic 2 - First-order Logic | Stanford CS221: AI (Autumn 2019) 1:19:55 2020-12-17
18 Deep Learning | Stanford CS221: AI (Autumn 2019) 1:12:57 2020-04-28
19 Conclusion | Stanford CS221: AI (Autumn 2019) 1:01:48 2020-12-17

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