Playlist · MIT OpenCourseWare

MIT 6.034 Artificial Intelligence, Fall 2010

by MIT OpenCourseWare · 30 videos

Listed in Best free university computer science courses on YouTube, ranked by total hours

Total watch time

1d 17m

at 1× speed · exactly 1 day, 17 minutes, 26 seconds at 1×

At an hour a day you'd finish in 25 days

The shape of the course

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52:38

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Videos (30)

1d 17m in total · tick what you've watched

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Videos to
Watched
1 1. Introduction and Scope 47:19 2014-01-10
2 2. Reasoning: Goal Trees and Problem Solving 45:58 2014-01-10
3 3. Reasoning: Goal Trees and Rule-Based Expert Systems 49:56 2014-01-10
4 4. Search: Depth-First, Hill Climbing, Beam 48:42 2014-01-10
5 5. Search: Optimal, Branch and Bound, A* 48:37 2014-01-10
6 6. Search: Games, Minimax, and Alpha-Beta 48:17 2014-01-10
7 7. Constraints: Interpreting Line Drawings 49:13 2014-01-10
8 8. Constraints: Search, Domain Reduction 45:06 2021-04-23
9 9. Constraints: Visual Object Recognition 51:32 2014-01-10
10 10. Introduction to Learning, Nearest Neighbors 49:56 2014-01-10
11 11. Learning: Identification Trees, Disorder 49:37 2014-01-10
12 12a: Neural Nets 50:43 2016-04-20
13 12b: Deep Neural Nets 49:06 2016-04-20
14 13. Learning: Genetic Algorithms 47:16 2014-01-10
15 14. Learning: Sparse Spaces, Phonology 47:49 2014-01-10
16 15. Learning: Near Misses, Felicity Conditions 46:54 2014-01-10
17 16. Learning: Support Vector Machines 49:34 2014-01-10
18 17. Learning: Boosting 51:40 2014-01-10
19 18. Representations: Classes, Trajectories, Transitions 48:58 2014-01-10
20 19. Architectures: GPS, SOAR, Subsumption, Society of Mind 49:06 2014-01-10
21 21. Probabilistic Inference I 48:30 2014-01-10
22 22. Probabilistic Inference II 48:46 2014-01-10
23 23. Model Merging, Cross-Modal Coupling, Course Summary 49:31 2014-01-10
24 Mega-R1. Rule-Based Systems 46:58 2014-01-10
25 Mega-R2. Basic Search, Optimal Search 51:56 2014-01-10
26 Mega-R3. Games, Minimax, Alpha-Beta 50:56 2014-01-10
27 Mega-R4. Neural Nets 52:38 2014-01-10
28 Mega-R5. Support Vector Machines 49:53 2014-01-10
29 Mega-R6. Boosting 49:55 2014-01-10
30 Mega-R7. Near Misses, Arch Learning 33:04 2014-01-10
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