Teaching
New course development
Data Mining and Statistical Learning
Sample lecture slides
(
more
):
Introduction
Linear Classification
LDA, QDA
Principal Comp. Ana.
Prototype Methods
Logistic Regression
Dendrogram Clustering
Decision Trees, Part I
,
II
Gaussian Mixture
Hidden Markov Models
Courses in Fall 2007
Previous courses
2000-2007
@Jia Li, Updated August, 2005
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