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 |