Mar 28, 2024  
Graduate Record 2011-2012 
    
Graduate Record 2011-2012 [ARCHIVED RECORD]

STAT 5330 - Data Mining


This course introduces a plethora of methods in data mining through the statistical point of view. Topics include linear regression and classification, nonparametric smoothing, decision tree, support vector machine, cluster analysis and principal components analysis. Basic knowledge of R is required. Prerequisites: Concurrent enrollment in STAT 5120 or consent of instructor.



Credits: 3