CS_898O: Machine Learning 2004

VisualParadigm License

Pointers to various sources

Source Action
InstructorDr. Prabhakar
GTAMs. Tamilarasan
General InformationOutlines
Class NotesMachine Learning Web Site
AssignmentsBlackboard
AnnouncementsBlackboard
Duscussion ForumsBlackboard

Lectures

Number Date Topic
Link
1Aug 19, 2004IntroductionPDF_File
2Aug 24, 2004Concept Learning IPDF_File
3Aug 26, 2004Concept Learning IPDF_File
4Aug 31, 2004Concept Learning IIPDF_File
5Sep 2, 2004Concept Learning IIPDF_File
6Sep 7, 2004Concept Learning IIPDF_File
7Sep 14, 2004Decision Tree Learning IPDF_File
8Sep 21, 2004Decision Tree Learning IIPDF_File
9Sep 23, 2004Decision Tree Learning IIIPDF_File
10Sep 28, 2004Decision Tree Learning IVPDF_File
11Sep 30, 2004Decision Tree Learning VPDF_File
12Oct 05, 2004Decision Tree Learning VIPDF_File
13Oct 07, 2004Weka and JavaGo to Documentation, Draft Chapter
14Oct 12, 2004Weka and ClassifiersMessage Classifier Example
15Oct 21, 2004Weka and ID3ID3 Implementation
16Oct 26, 2004Weka and ID3ID3 Implementation
17Oct 28, 2004PerceptronNeural Nets I
18Nov 2, 2004PerceptronNeural Nets I
19Nov 4, 2004PerceptronNeural Nets I
20Nov 9, 2004Multilayered NNsNeural Nets II
21Nov 11, 2004Multilayered NNsNeural Nets II
22Nov 16, 2004Genetic AlgorithmsGenetic Algorithms
23Nov 18, 2004Genetic AlgorithmsGenetic Algorithms
24Nov 25, 2004Genetic AlgorithmsGenetic Algorithms
25Nov 30, 2004Genetic AlgorithmsGenetic Algorithms
26Dec 7, 2004UncertaintyUncertainty - Stuart Russell's Slides
27Dec 9, 2004Bayesian ClassifiersBayesian Classifiers