CS_898O: Machine Learning Spring 2006

Pointers to various sources

Source Action
Instructor Dr. Sattiraju Prabhakar
GTA Usha Addada
General Information Outlines
Class Notes Machine Learning Web Site
Assignments Blackboard
Announcements Blackboard
Duscussion Forums Blackboard

Lectures

Number Date Topic
Link
1 Jan 18, 2006 Introduction PDF_File
2 Jan 23, 2006 Concept Learning PDF_File
3 Jan 25, 2006 Concept Learning PDF_File
4 Jan 30, 2006 Concept Learning PDF_File
5 Feb 01, 2006 Concept Learning PDF_File
6 Feb 06, 2006 Concept Learning PDF_File
7 Feb 08, 2006 Decision Tree Learning PDF_File
8 Feb 13, 2006 Decision Tree Learning PDF_File
9 Feb 15, 2006 Decision Tree Learning PDF_File
10 Feb 20, 2006 Decision Tree Learning PDF_File
Feb 22, 2006 Class Cancelled
11 Feb 27, 2006 Neural Nets I PDF_File
12 Mar 01, 2006 Neural Nets I PDF_File
13 Mar 06, 2006 Neural Nets I PDF_File
14 Mar 08, 2006 Neural Nets II PDF_File
15 Mar 13, 2006 Genetic Algorithms PDF_File
Mar 15, 2006 Mid Term Exam
Mar 27, 2006 Neural Nets Assignment Demos Demos
Mar 29, 2006 Neural Nets Assignment Demos Demos
16 Apr 3, 2006 Genetic Algorithms PDF_File
17 Apr 5, 2006 Probability and Hypothesis Testing PDF_File
18 Apr 10, 2006 Probability and Hypothesis Testing PDF_File
19 Apr 12, 2006 Probability and Hypothesis Testing PDF_File
20 Apr 17, 2006 Probability and Hypothesis Testing PDF_File
21 Apr 19, 2006 Bayesian Learning PDF_File
22 Apr 24, 2006 Bayesian Learning PDF_File
22 Apr 26, 2006 Bayesian Learning PDF_File
May 01, 2006 Naive Bayes Classifier Assignment Demos Demos
23 May 03, 2006 Bayesian Learning PDF_File
May 08, 2006 Final Exam

Resources

Number Resource Comments
Link
1 Text Book Web Site Machine Learning by Tom Mitchell Link

Last Modified April 20, 2006