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CSE5230: Lectures 2004

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All the lecture material for CSE5230 will be available for download from this page. The lecture slides are available in Powerpoint (PPT) and Adobe Portable Document Format (PDF) formats. The PDF files are usually significantly smaller, but the PPT files sometimes contain additional material in the "notes" area.

Lecture material

Week Topic PPT PDF
1 Unit Outline, Introduction to Data Mining week01.ppt week01.pdf
2 Data Mining and Statistics
Machine Learning
week02.ppt week02.pdf
3 Pre-processing for Data Mining week03.ppt week03.pdf
4 Clustering Techniques
Association Rule Discovery
week04.ppt week04.pdf
5 Classification 1
Bayesian Classification and Bayesian Networks
week05.ppt week05.pdf
6 Classification 2
Decision Trees
week06.ppt week06.pdf
7 Classification 3
Feedforward Neural Networks
week07.ppt week07.pdf
8 Self-Organizing Maps (SOMs) week08.ppt week08.pdf
9 Hidden Markov Models (HMMs) week09.ppt week09.pdf
10 Visualization for Data Mining (guest lecture)
11 Cancelled due to illness
12 Student Presentations
13 Student Presentations

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