| Date | Topic | Reading | Homework |
|---|---|---|---|
| Jan 14 | Introduction | ||
| Jan 16 | Concept Learning | ||
| Jan 21 | Concept Learning (cont) | ||
| Jan 23 | Snow closing | ||
| Jan 28 | Decision Trees | ||
| Jan 30 | Decision Trees | ||
| Feb 4 | Artificial Neural Networks | ||
| Feb 6 | Artificial Neural Networks | ||
| Feb 11 | Time for questions. | ||
| Feb 13 | Test 1 | ||
| Feb 18 | Bayesian Learning | ||
| Feb 20 | Bayesian Learning | ||
| Feb 25 | Bayesian Learning, Computational Learning Theory | ||
| Feb 27 | Computational Learning Theory | ||
| Mar 4 | Instance-Based Learning | ||
| Mar 6 | Support Vector Machines |
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| Mar 11 | Spring Break | ||
| Mar 13 | Spring Break | ||
| Mar 18 | Genetic Algorithms | PS 1 due | |
| Mar 20 | No class | ||
| Mar 25 | Time for questions. | ||
| Mar 27 | Test 2 | ||
| Apr 1 | Learning Sets of Rules | ||
| Apr 3 | Learning Sets of Rules | ||
| Apr 8 | Analytical Learning | ||
| Apr 10 | Analytical Learning | ||
| Apr 15 | Combining Inductive and Analytical Learning | ||
| Apr 17 | Combining Inductive and Analytical Learning | ||
| Apr 22 | Reinforcement Learning | ||
| Apr 24 | Time for questions | ||
| Apr 29 | No Class. | PS 2 due. | |
| May 2 | Test 3 @ 2:00pm |