Lectures for HST.947 are shared with 6.034.
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 - 2.4 MB)
Chapter 5: Machine Learning I (PDF - 1.5 MB)
Chapter 6: Machine Learning II (PDF - 1.7 MB)
Chapter 7: Machine Learning III (PDF - 1.9 MB)
Chapter 8: Machine Learning IV (PDF - 2.1 MB)
Chapter 11: Logic Programming (PDF - 1.4 MB)