Artificial Intelligence

Tutorials

Tutorial notes are courtesy of Yuan Shen, and are used with permission.

TUTORIAL NOTES TOPICS
Tutorial 1 (PDF) Rule-based systems, search
Tutorial 2 (PDF) Games, constraint satisfaction problems
Tutorial 3 (PDF) K-nearest neighbors, decision trees, neural nets
Tutorial 4 (PDF) Top-down approach to neural nets
Tutorial 5 (PDF)
Support vector machines, boosting
Tutorial 6 (PDF) Probability, Bayes nets, naïve Bayes, model selection