Data Warehousing/Mining

Spring 2003

Lecture: Wednesday 7-9pm (WWH 109)


Textbooks
1) Data Mining: Concepts and Techniques by Jiawei Han and Micheline Kamber The Morgan Kaufmann Series in Data Management Systems, Jim Gray, Series Editor August 2000. ISBN 1558604898
2) Microsoft SQL Server 2000 Analysis Services Step by Step by Reed Jacobson, 2000. ISBN 0735609047

Course Preparation Course Outline
Class Schedule
Course Supplementary Readings

Course Mailing list

Course Lectures Course Introduction
Data Mining Introduction
Data warehousing and OLAP Technology
Data Preprocessing
Characterization
Association
Classification and Prediction
Clustering
Data Mining Applications/Research/Future

Assignments & Project Assignment 0
Assignment 1 (Solution)
Assignment 2
Assignment 3

Useful Links KDnuggets
Decision Support Systems
Data Mine
UCI Data Sets
Financial Data Sets
DBWorld
ACM SIGKDD
ACM SIGMOD
Data Mining Journal
IBM Scholars Program
Oracle Technology Network
Microsoft SQL Evaluation