2011-2012 University Catalog 
  
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2011-2012 University Catalog

INFS 755 - Data Mining

Credits: 3 (NR)
Introduction to data mining and motivating challenges. Types of data, measures of similarity and distance. Data exploration and warehousing. Supervised learning. Bias and variance. Classification techniques and their evaluation. Clustering. Association and sequence rule mining.

Prerequisite(s): STAT 344 or equivalent undergraduate course in probability, INFS 614 or equivalent.

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