Lecture Videos

Use following links to goto units corresponding to different lecture/homework/midterm/Final videos:

• • 1. Welcome to AI

  • 2. Problem Solving

  • Homework 1 (with answers)

  • 3. Probability in AI

  • 4. Probabilistic Inference

  • Homework 2 (with answers)

  • 5. Machine Learning

  • 6. Unsupervised Learning

  • Homework 3 (with answers)

  • 7. Representation with Logic

  • 8. Planning

  • Homework 4 (with answers)

  • 9. Planning under Uncertainty

  • 10. Reinforcement Learning

  • Homework 5 (with answers)

  • 11. HMMs and Filters

  • 12. MDP Review

  • Midterm (with answers)

  • 13. Games

  • 14. Game Theory

  • 15. Advanced Planning

  • Homework 6 (with answers)

  • 16. Computer Vision I

  • 17. Computer Vision II

  • 18. Computer Vision III

  • Homework 7 (with answers)

  • 19. Robotics I

  • 20. Robotics II

  • Homework 8 (with answers)

  • 21. Natural Language Processing

  • Optional NLP Programming (with answers)

  • 22. Natural Language Processing II

  • Final (with answers)

For a list of units/topics as they were posted on original class site (for future reference), click here.