Instructor: Doug Downey
Office Hours: Tuesdays, 3:00-4:00 (or by appt), Ford 3-345
Email: ddowney <at> eecs <dot> northwestern <dot> edu
Teaching Assistant: Besim Avci
Office Hours: 1:00-2:00PM Thursday L580
Email: besim <dot> namik <dot> avci <at> gmail <dot> com
Teaching Trainee:Yu Cheng
Office Hours: 4:00-5:00PM Friday, L460
Email: ych133 <at> eecs <dot> northwestern <dot> edu
Problem Set 1 | Due 11:59PM Thursday, April 11 |
Problem Set 2 | Due 11:59PM Tuesday, April 23 |
Problem Set 3 | Due 11:59PM Tuesday, May 7 |
Problem Set 4 | Due 11:59PM Friday, May 17 |
Problem Set 5 | Due 11:59PM Thursday, May 30 |
Problem Set 6 | Due 11:59PM Sunday, June 9 |
Week 1 | Introduction Search |
Week 2 | Informed Search Constraint Satisfaction |
Week 3 | Constraint Satisfaction (cont.) Games Chess Games Summary |
Week 4 |
Fun with Search |
Week 5 |
Agents Logical Agents |
Week 6 |
First-order Logic Inference in First-order Logic Note typo: bottommost green box on slide #46 should be not Enemy(Nono, America) |
Week 7 |
Probabilistic Reasoning Intro to Machine Learning |
Week 8 |
(briefly) More Machine Learning Naive Bayes Classifiers Bayes Nets Friday: Brenna Argall Guest Lecture |
Week 9 |
Decision Trees Exam |
Week 10 |
Exam Review, Neural Networks, the "big questions" |
Week 1 | Ch. 1 & 3 (through 3.4) |
Week 2 | Ch. 3 (3.5, 3.6) Ch. 4 (4.1) Ch. 6 (through 6.4) |
Week 3 | Ch. 5 |
Week 4 | None |
Week 5 | Ch. 2, Ch. 7 |
Week 6 | Ch. 8, Ch. 9 (can skim 9.3, 9.4) |
Week 7 | Ch. 18, 13 |
Week 8 | Ch. 14 |
Week 9 | Ch. 20 (only through 20.2) |
Week 10 | Ch. 26, Ch 27 |