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This page contains general information for the class:


Introduction to Data Mining


Course websites


Final Project


Week 1

Week 3

Week 4

Week 5

Week 6

Week 7

Week 8

Week 9, 10

Spring break

Week 11

Week 12

  • Kernel PCA
    • Edo Liberty


Week 1

Intro. to Data Mining, Overview of Data Mining in Bioinformatics

Week 2

Datamining workflow, Data Preprocessing and cleaning, Intro. to R and Rattle

Week 3

Intro. to Classification, Decision Trees

Week 4

Multilinear and Logistic Regression, Support Vector Machines (SVM)

The following chapters are available online courtesy of the authors/publishers for your personal use in this course. You may print a personal copy but you are prohibited from redistribution.


Logistic regression

Week 6

Slides for courses based on reference text books

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