Date

Topic

1/7

Course introduction

1/9, 1/14

introduction to DW

1/16

DW Lifescycle              Dimensional modeling I

1/21

Dimensional modeling II

1/23

Dimensional modeling III

1/30

Dimensional modeling IV             Dimensional modeling V

2/4

Dimensional modeling VI

2/13

Physical Data Warehouse Design

2/18

Data Staging             Dimensional Model Guides and Common Mistakes

2/27

Midterm review

3/13

Introduction to Data Mining

3/25

Association Rule Mining I

3/27

Association Rule Mining II              Sequential pattern mining

4/1

Data mining- Clustering

4/3

Association Rule and Sequential Pattern Mining Tutorial for IBM Intelligent Miner       
Dataset for association rule and sequential pattern mining

Clustering Tutorial for IBM Intelligent Miner            Dataset for clustering        IBM official tutorial

4/8

Data mining- Classification

4/15

Classification Tutorial for IBM Intelligent Miner

Training dataset        Testing dataset          Application dataset

4/17

link selector

4/22

Data mining - real world applications             Final exam review

5/5

Final exam answers