2009-2010 University Catalog 
  
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2009-2010 University Catalog

IT 750 - Theory and Applications of Data Mining

Credits: 3
Cross-Listed with CS 750

Concepts and techniques in data mining and their multidisciplinary applications. Topics include databases; data cleaning and transformation; concept description; association and correlation rules; data classification and predictive modeling; performance analysis and scalability; data mining in advanced database systems including text, audio and images; and emerging themes and future challenges.

Prerequisites
CS 681, 687, or 688; or permission of instructor.

Notes
Term project and topical review.

Hours of Lecture or Seminar per week
3
Hours of Lab or Studio per week
0