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Please note the schedule and readings may change during the quarter. Changes to the schedule will be announced in-class and in the announcements on the course web pages.
| Week | Topics | Notes
| 1 | Overview and History |
| | Ch. 1.1 - 1.5, 2
| --- | Search
| 2 | Search Review |
| | Ch. 3.1-3.4
| 3 | Informed (Heuristic) Search | Assignment 1 Due
| | Ch. 3.5-3.7; 4.1-4.2 |
| 4 | Game Search and Minimax | Assignment 2 Due
| | Ch. 5 |
| --- | Machine Learning
| 5 | Probability Review | Project 1 Assigned
| | Ch. 13.1-13.3, Appendix A
| 6 | Decision Trees, AdaBoost | Assignment 3 Due
| | Chs. 18.1-18.3, 18.10
| 7 | Logistic Regression | Project 1 Due
| | Ch. 18.6 |
| 8 | Multi-Layer Perceptrons | Fri: Midterm
| Ch. 18.7, Notes
| *** | *** Break Week (March 24-28) *** | ***
| 9 | MLPs, Continued |
|
| --- | Logic and Logic Programming
| 10 | Propositional Logic | Project 2 Assigned
|
| Ch. 7
| 11 | Propositional Logic, Cont'd | Assignment 4 due
|
| Ch. 7
| 12 | Predicate Logic
| | Ch. 8.1-8.5
| 13 | Predicate Logic, Continued
| Project 2 Due
| Ch. 9
| --- | Review and Applications
| 14 | Finishing Logic, Presentations | Assignment 5 due
| 15 | Presentations and Review |
| ---
| 16 | Final Exam: Wed, May 21, 2014, 12:30-2:30pm | Location: GOL-3455 (classroom)
| |