Discussion
Meetings: F 10:05 – 11:20 am and 1:25 – 2:40 pm in Physics 130
| Date | Discussion |
|---|---|
| F 1/12 | No Discussion |
| F 1/19 | Discussion 1 | Solution |
| F 1/26 | Discussion 2 | Solution |
| F 2/2 | Discussion 3 | Solution |
| F 2/9 | Discussion 4 | Solution |
| F 2/16 | Discussion 5 | Solution |
| F 2/23 | Discussion 6 | Solution |
| F 3/1 | Midterm 1 Review |
| F 3/8 | Discussion 7 | Solution |
| F 3/15 | No Discussion (Spring Recess) |
| F 3/22 | Discussion 8 | Solution |
| F 3/29 | Discussion 9 | Solution |
| F 4/5 | Discussion 10 | Solution |
| F 4/12 | Midterm 2 Review |
| F 4/19 | Discussion 11 | Solution |
Lecture (Subject to Change)
Meetings: MW 4:40 – 5:55 pm in LSRC B101
| Date | Lecture Topic | Readings | Written Homework | Coding Homework |
|---|---|---|---|---|
| W 1/10 | Intro to AI Slide | Handout | C0 (optional) | ||
| M 1/15 | No Lecture (Martin Luther King Jr.) | |||
| W 1/17 | Uninformed Search Slide | Handout | AIMA Ch. 3.1-3.4 | C1 (due: Monday 1/29) | |
| M 1/22 | A* Search and Heuristics Slide | Handout | AIMA Ch. 3.5-3.6 | ||
| W 1/24 - M 1/29 | Game Trees I Slide | Handout | AIMA Ch. 5.1-5.3 | ||
| W 1/31 | Game Trees II Slide | Handout | AIMA Ch. 5.4-5.5 | C2 (due: Monday 2/12) | |
| M 2/5 | MDPs I Slide | Handout | AIMA Ch. 17.1 | ||
| W 2/7 | MDPs II Slide | Handout | AIMA Ch. 17.2 | ||
| M 2/12 | RL I Slide | Handout | AIMA Ch. 22 | ||
| W 2/14 | RL II Slide | Handout | W1 (due: Wednesday 2/28) W1 Solutions | C3 (due: Monday 2/26) | |
| M 2/19 | Overview of ML Slide | Handout | ISLP Ch. 2 | ||
| W 2/21 | Naive Bayes Slide | Handout | |||
| M 2/26 - W 2/28 | Regression Slide | Handout | ISLP Ch. 3, 4.1-4.3 | ||
| M 3/4 | Gradient-Based Methods Slide | Handout | |||
| W 3/6 | Midterm 1 (4:40 - 5:55pm, LSRC B101) Details | |||
| M 3/11 | No Lecture (Spring Recess) | |||
| W 3/13 | No Lecture (Spring Recess) | |||
| M 3/18 | Neural Networks I Slide | Handout | ISLP Ch. 10 | W2 (due: Wednesday 3/27) W2 Solutions | C4 (due: Monday 4/8) |
| W 3/20 | Neural Networks II Slide | Handout | |||
| M 3/25 | Resampling Methods Slide | Handout | ISLP Ch. 5.1 | ||
| W 3/27 | Regularization Slide | Handout | ISLP Ch. 6.1-6.2 | ||
| M 4/1 - W 4/3 | Tree-Based Methods Slide | Handout | ISLP Ch. 8.1-8.2 | W3 (due: Wednesday 4/10) W3 Solutions |
|
| M 4/8 | Ensemble Methods Slide | Handout | |||
| W 4/10 | SVMs Slide | Handout | ISLP Ch. 9.1-9.3 | ||
| M 4/15 | Unsupervised Learning Slide | Handout | ISLP Ch. 12.1, 12.4 | W4 (due: Wednesday 4/24) W4 Solutions |
|
| W 4/17 | Midterm 2 (4:40 - 5:55pm, LSRC B101) Details | |||
| M 4/22 | Guest Lecture Details | |||
| W 4/24 | Conclusion | |||
| Sat 5/4 | Final Exam (7 - 10pm, LSRC B101) Details: Part 1 | Part 2 | |||
