Online Courses

CS 512 - Data Mining Principles

Spring 2011

Data Mining PrinciplesONL47139ONL -    Jiawei Han
Peixiang Zhao

Course Description

This advanced course introduces data mining concepts, principles, and algorithms. This course will cover: introduction, data warehouse and OLAP technology for data mining, data preprocessing, primitives, languages, system architectures for data mining, concept description, association analysis, sequential pattern analysis, classification and prediction, cluster analysis, mining complex types of data, data mining applications, and trends in data mining.

Credit Hours

4 hours


Undergraduate degree and a course in data structures and software principles and an introductory course in data mining.

Subject Area

Computer Science