Artificial Intelligence Prelim Syllabus

(Fall 2000)

As undergraduate material, students are expected to be familiar with S. Russell and P. Norvig's Artificial Intelligence: A Modern Approach (second edition).

Graduate material that students are expected to be familiar with is in three areas:

  1. Learning and Probabilistic Inference
  2. Vision
  3. Natural Language and Speech.

(1) Learning and Probabilistic Inference

A selection of chapters from Jordan are available from www.cs.berkeley.edu/~jordan/prelims:


(2) Vision



(3) Natural Language and Speech