Statistical Learning and Data Mining

Catalog description

This course introduces computational methods for statistical modeling, prediction, and pattern discovery. Topics include techniques in regression, classification, resampling, model assessment, and unsupervised learning. Advanced topics may also be introduced. Emphasis is placed on both conceptual foundations and data analysis