Artificial Intelligence

Lecture Notes

This section contains a complete set of lecture notes for the course. The notes contain lecture slides and accompanying transcripts. The transcripts allow students to review lecture material in detail as they study for upcoming assignments and quizzes.

Chapter 1: Introduction (PDF - 2.4 MB)

Chapter 2: Search (PDF 1 of 3 - 2.6 MB) (PDF 2 of 3 - 1.9 MB) (PDF 3 of 3 - 2.4 MB)

Chapter 3: Constraint Satisfactory Problems (CSP) and Games (PDF 1 of 2 - 2.4 MB) (PDF 2 of 2)

Chapter 4: Learning Introduction (PDF - 2.7 MB)

Chapter 5: Machine Learning I (PDF - 1.8 MB)

Chapter 6: Machine Learning II (PDF - 1.7 MB) (These notes are labeled as "Section 10.")

Chapter 7: Machine Learning III (PDF - 2.1 MB)

Chapter 8: Machine Learning IV (PDF - 2.1 MB)

Chapter 9: Logic I (PDF 1 of 2 - 1.6 MB) (PDF 2 of 2 - 2.1 MB)

Chapter 10: Logic II (PDF 1 of 2 - 2.1 MB) (PDF 2 of 2 - 2.0 MB)

Chapter 11: Logic Programming (PDF - 1.4 MB)

Chapter 12: Language Understanding (PDF 1 of 2 - 2.3 MB) (PDF 2 of 2 - 1.0 MB)

Exams

The quiz solutions for this course are posted in the table below. The quiz reviews, which are a compilation of practice questions, are posted both with and without solutions.

Projects

Design Project 1 (PDF)

Design Project 2 (PDF)

Study Materials

Study Guides

Search at a Glance (PDF)

Learning at a Glance (PDF)