STA531 - Data Mining

Course Objectives

This course will build the foundation to modern data mining and pattern recognition. This course will explore numerous problems in data mining, along with modern techniques for addressing these problems. Topics will include high-dimensional data visualization, dimension reduction, clustering, classification and decision trees. STA 505, 506, 511 and 512 are required for this course. STA 535 Multivariate Data Analysis - is recommended.

Additional Information

Elective course for MS degree
Prerequisites: STA511, STA512, STA505, STA506