CptS 570 Fall 2010 - Machine Learning

Schedule

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