AIMA Lecture Slides (pdf format, 6 slides per page)
and other presentation materials
Chapter 1: Introduction
Chapter 2: Intelligent Agents
Chapter 3: Solving Problems by Searching
Chapter 4: Informed Search
Chapter 4: Local Search
Chapter 5: Constraint Satisfaction Problems
Chapter 6: Adversarial Search
Chapter 7: Logical Agents
Chapter 8: First-Order Logic
Chapter 9: Inference In First-Order Logic
Chapter 13: Uncertainty
Chapter 14: Probabilistic Reasoning
Chapter 14: Probabilistic Reasoning (continued)
Chapter 18: Learning from Observations
Also:
Learning Decision Trees
Chapter 20: Statistical Learning Methods
Chapter 20: Neural Networks
Also:
Artificial Neural Networks