Introduces basic data mining concepts and techniques for discovering interesting patterns hidden in large-scale data sets, focusing on issues relating to effectiveness and efficiency. Topics covered include data preprocessing, data warehouse, association, classification, clustering, and mining specific data types such as time-series, social networks, multimedia, and Web data. CSCI 4502 and 5502 are the same course. Prerequisites: Requires prerequisite course of CSCI 2270 (minimum grade C-).
