Modern Applied Statistics: Data Mining

Catalog description

A graduate level introduction to new techniques for predictive descriptive learning using concepts from statistics, programming and artificial intelligence with emphasis on statistical aspects and integration with standard methodologies. Course covers regression and classification models with descriptive methods to discover patterns and data relationships without inference. This course will prepare students to view data from a statistical perspective with automated analysis of large complex data sets.