Online Courses
CS 512 - Data Mining Principles
Spring 2015
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Data Mining Principles | ONL | 47139 | ONL | - | Jiawei Han |
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
Prerequisites
Undergraduate degree and a course in data structures and software principles and an introductory course in data mining.
Subject Area
Computer Science