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 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 11: Logic Programming (PDF - 1.4 MB)