| Week |
Date |
Topic |
Reading |
Assigned |
| 1 |
1/21 |
MLK Jr. Day
| -- |
-- |
| |
1/23 |
Introduction to AI |
AIMA Ch. 1 |
-- |
| |
1/25 |
Search [code] |
3.1-3.6 |
-- |
| 2 |
1/28 |
Search |
3.1-3.6 |
HW1 due 2/6 by 11:59pm |
| |
1/30 |
Search |
3.1-3.6 |
-- |
| |
2/1 |
Search |
3.1-3.6 |
-- |
|
| 3 |
2/4 |
Local Search [code] |
4.1-4.2 |
-- |
| |
2/6 |
Local Search |
4.1-4.2 |
-- |
| |
2/8 |
Local Search |
4.1-4.2 |
-- |
| 4 |
2/11 |
Adversarial Search [code] |
5.1-5.4 |
-- |
| |
2/13 |
Adversarial Search |
5.1-5.4 |
-- |
| |
2/15 |
Adversarial Search |
5.1-5.4 |
HW2 due 2/27 by 11:59pm |
| 5 |
2/18 |
Constraint Satisfaction Problems [code] |
6.1-6.3 |
-- |
| |
2/20 |
Constraint Satisfaction Problems |
6.1-6.3 |
-- |
| |
2/22 |
Constraint Satisfaction Problems |
6.1-6.3 |
-- |
| 6 |
2/25 |
Probability and Inference |
(Skim 13.1) 13.2-13.5 |
-- |
| |
2/27 |
Independence and Bayesian Networks |
14.1-14.5 (skip 14.3) |
HW3 due 3/10 by 11:59pm |
| |
3/1 |
Bayesian Networks |
14.1-14.5 (skip 14.3) |
-- |
| 7 |
3/4 |
Bayesian Networks |
14.1-14.5 (skip 14.3) |
-- |
| |
3/6 |
Bayesian Networks |
14.1-14.5 (skip 14.3) |
-- |
| |
3/8 |
Inference in Bayesian Networks [code] |
14.1-14.5 (skip 14.3) |
-- |
| 8 |
3/11 |
Hidden Markov Models [code] |
15.1-15.3, 15.5.3 |
HW4 due 3/29 by 11:59pm |
| |
3/13 |
Hidden Markov Models |
15.1-15.3, 15.5.3 |
-- |
| |
3/15 |
Hidden Markov Models |
15.1-15.3, 15.5.3 |
-- |
| 9 |
3/18 |
Spring Break |
-- |
-- |
| |
3/20 |
Spring Break |
-- |
-- |
| |
3/22 |
Spring Break |
-- |
-- |
| 10 |
3/25 |
Hidden Markov Models |
15.1-15.3, 15.5.3 |
-- |
| |
3/27 |
Hidden Markov Models |
15.1-15.3, 15.5.3 |
-- |
| |
3/29 |
Hidden Markov Models |
15.1-15.3, 15.5.3 |
-- |
| 11 |
4/1 |
Machine Learning |
18.1-18.3 |
Project Proposals, HW5 due 4/12 by 11:59pm |
| |
4/3 |
Decision Trees |
18.3 |
-- |
| |
4/5 |
Decision Trees |
18.3 |
-- |
| 12 |
4/8 |
Neural Networks |
18.7 |
-- |
| |
4/10 |
Neural Networks |
18.7 |
-- |
| |
4/12 |
Neural Networks |
18.7 |
-- |
| 13 |
4/15 |
Support Vector Machines |
18.9 |
-- |
| |
4/17 |
Support Vector Machines |
18.9 |
HW6 due 4/29 by 11:59pm |
| |
4/19 |
Support Vector Machines |
18.9 |
-- |
| 14 |
4/22 |
SL: Putting it all together |
18.4, 18.10-18.11 |
-- |
| |
4/24 |
SL: Putting it all together |
18.4, 18.10-18.11 |
-- |
| |
4/26 |
Clustering [code] |
IR Ch. 16, 17 |
-- |
| 15 |
4/29 |
Clustering |
IR Ch. 16, 17 |
-- |
| |
5/1 |
Clustering |
IR Ch. 16, 17 |
-- |
| |
5/3 |
Deep Learning |
-- |
-- |
16 |
5/6 |
Deep Learning |
-- |
-- |
| |
5/8 |
AI: Philosophy and Ethics |
-- |
-- |
| |
5/10 |
Reading Period |
-- |
-- |
| 17 |
5/13 |
Final Presentations at 8:00am
| -- |
-- |
