CS6601
Video Lectures: https://classroom.udacity.com/courses/ud954
Video Lectures Length
| Topic | Videos Length (Min) |
|---|---|
| 1. Game Playing | 77 |
| 1.1 Games | 40 |
| 1.2 Game Theory | 43 |
| 2. Search | 69 |
| 3. Simulated Annealing | 30 |
| 3.1 Randomized Optimization | 139 |
| 4. Constraint Satisfaction | 17 |
| 5. Probability | 30 |
| 6. Bayes Nets | 94 |
| 7. Machine Learning | 75 |
| 8. Pattern Recognition through Time | 55 |
| 9. Logic and Planning | 103 |
| 10. Planning under Uncertainty | 45 |
Fall 2016 schedule is here (includes reading list):
Fall 2016 syllabus is here.
Fall 2017 syllabus is here.
Fall 2019 syllabus is here.
Spring 2020 syllabus is here.
For an overview of the topics covered, check out the poster created by one of the students here.
MOOCs for Preps
Algorithms on Graphs by University of California San Diego on Coursera
Intro to AI by Udacity