IT 434

Course Name:  

Data Warehousing and Data Mining

Textbook:

Data Mining - Concepts and Techniques
Edition: 2nd , Authors: Jiawei Han and Micheline Kamber , ISBN: 13: 978-1-55860-901-3.

Course description:

 This course teaches Data mining techniques, Data warehousing design and basic machine learning techniques. Topics covered include data preparation, data warehouses logical and physical design, data marts, classification, clustering, decision trees, association rules, Online Analytical Processing (OLAP) and dimensionality modeling.

Covered chapters:
Ch1 - Ch11

 

 

Attachment: 
AttachmentSize
PDF icon data_mining_book_cover.pdf90.67 KB
Course Materials