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: Chandra Sekhar Bhagavatula
Office Hours: 2-3PM Thursday, Ford 3-211
Email: csb <at> u <dot> northwestern <dot> edu,
Teaching Assistant: Michael Lucas
Office Hours: 4-5PM Thursday, Tech L150
Email: mlucas <at> u <dot> northwestern <dot> edu,
Problem Set 1 | Due 11:59PM Sunday, April 13 |
Problem Set 2 | Due 11:59PM Tuesday, April 29 |
Problem Set 3 | Due 11:59PM Thursday, May 8 |
Problem Set 4 | Due 11:59PM Friday, May 23 |
Problem Set 5 | Due 11:59PM Thursday, June 12 |
Problem Set 6 | Due 2:00PM Tuesday, June 10 |
Week 1 | Introduction Uninformed Search |
Week 2 | Informed Search Constraint Satisfaction |
Week 3 | Local Search (see informed search) Games Chess Games Summary |
Week 4 |
Fun with Search Exam Review Exam |
Week 5 |
Logical Agents First-order Logic Inference in First-order Logic Note typo: bottommost green box on slide #46 should be not Enemy(Nono, America) |
Week 6 |
Logic (continued) Probabilistic Reasoning |
Week 7 |
Probabilistic Reasoning (cont.) Intro to Machine Learning More Machine Learning Naive Bayes Classifiers Bayes Nets |
Week 8 |
Decision Trees, Natural Language Processing |
Week 9 |
Exam Review,
Exam |
Week 10 |
Neural networks See also: NN language modeling intro Return exam, the "big questions" |
Week 1 | Ch. 1 & 3 |
Week 2 | Ch. 3 (3.5, 3.6) Ch. 6 (through 6.4) |
Week 3 | Ch. 4 (4.1), Ch. 5 |
Week 4 | None |
Week 5 | Ch. 7, 8, 9 (can skim 9.3, 9.4) |
Week 6 | Ch. 13, Ch. 14 (through 14.2) |
Week 7 | Ch. 18 (through 18.3.2) |
Week 8 | Ch. 22 |
Week 9 | None |
Week 10 | Ch. 18.7, Ch. 26, Ch 27 |