|CSCI 4830-004/7000-004||Spring 2010|
|Meeting time||MW 04:00pm -- 5:15pm|
|Location||ECCS 1B12 map|
|Instructor||Qin (Christine) Lv|
|Phone||(303) 492 - 8821|
This course introduces basic data mining concepts and techniques for discoverying interesting patterns hidden in large-scale data sets, focusing on issues relating to scalability and efficiency. Topics covered in this course include data preprocessing, data warehouse, association, classification, clustering, and mining specific data types such as time-series, social networks, multimedia, and Web data.
Jiawei Han and Micheline Kamber, Data Mining: Concepts and Techniques, 2nd Edition, Morgan Kaufmann, 2006.