| Class | Day | Date | Topic | Readings | Due |
|---|---|---|---|---|---|
| 1 | M | 08/23/2010 | Introduction | Alpaydin, Chap. 1 | |
| 2 | W | 08/25/2010 | Introduction | ||
| 3 | F | 08/27/2010 | Supervised Learning | Alpaydin, Chap. 2 | |
| 4 | M | 08/30/2010 | Supervised Learning | ||
| 5 | W | 09/01/2010 | Supervised Learning | ||
| 6 | F | 09/03/2010 | Bayesian Decision Theory | Alpaydin, Chap. 3 | HW1 |
| ---- | M | 09/06/2010 | Labor Day | ||
| 7 | W | 09/08/2010 | Bayesian Decision Theory | ||
| 8 | F | 09/10/2010 | Parametric Methods | Alpaydin, Chap. 4 | |
| 9 | M | 09/13/2010 | Parametric Methods | ||
| 10 | W | 09/15/2010 | Nonparametric Methods | Alpaydin, Chap. 8 | |
| 11 | F | 09/17/2010 | Nonparametric Methods | HW2 | |
| 12 | M | 09/20/2010 | Decision Trees | Alpaydin, Chap. 9 | |
| 13 | W | 09/22/2010 | Decision Trees | ||
| 14 | F | 09/24/2010 | Decision Trees | ||
| 15 | M | 09/27/2010 | Evaluation | Alpaydin, Chap. 19 | |
| 16 | W | 09/29/2010 | Evaluation | ||
| 17 | F | 10/01/2010 | Evaluation | HW3 | |
| 18 | M | 10/04/2010 | Evaluation | ||
| 19 | W | 10/06/2010 | Linear Discrimination | Alpaydin, Chap. 10 | |
| 20 | F | 10/09/2010 | EXAM I | ||
| 21 | M | 10/11/2010 | Linear Discrimination | ||
| 22 | W | 10/13/2010 | Linear Discrimination | ||
| 23 | F | 10/15/2010 | Linear Discrimination | HW4 | |
| 24 | M | 10/18/2010 | Neural Networks | Alpaydin, Chap. 11 | |
| 25 | W | 10/20/2010 | Neural Networks | ||
| 26 | F | 10/22/2010 | Neural Networks | ||
| 27 | M | 10/25/2010 | Neural Networks | ||
| 28 | W | 10/27/2010 | Kernel Machines | Alpaydin, Chap. 13 | |
| 29 | F | 10/29/2010 | Kernel Machines | HW5 | |
| 30 | M | 11/01/2010 | Kernel Machines | ||
| 31 | W | 11/03/2010 | Kernel Machines | ||
| 32 | F | 11/05/2010 | Ensembles | Alpaydin, Chap. 17 | Project Team Registration |
| 33 | M | 11/08/2010 | Ensembles | ||
| 34 | W | 11/10/2010 | Relational Learning | Dzeroski, 2003; Washio, 2003 | |
| 35 | F | 11/12/2010 | Relational Learning | HW6, Project Initial Entry | |
| 36 | M | 11/15/2010 | Relational Learning | Presentation Proposal | |
| 37 | W | 11/17/2010 | Relational Learning | ||
| 38 | F | 11/19/2010 | EXAM II | ||
| ---- | M | 11/22/2010 | Thanksgiving Vacation | ||
| ---- | W | 11/24/2010 | Thanksgiving Vacation | ||
| ---- | F | 11/26/2010 | Thanksgiving Vacation | ||
| 39 | M | 11/29/2010 | Student Presentations | Papers | Critique |
| 40 | W | 12/01/2010 | Student Presentations | Papers | Critique |
| 41 | F | 12/03/2010 | Student Presentations | Papers | Critique |
| 42 | M | 12/06/2010 | Student Presentations | Papers | Critique |
| 43 | W | 12/08/2010 | Student Presentations | Papers | Critique |
| 44 | F | 12/10/2010 | Conclusions | ||
| ---- | W | 12/15/2010 | Project |