Statistical Methods. 4

Catalog description

This course is a hands-on introduction to statistical learning methods. Statistical learning refers to a set of tools for modeling and understanding complex data sets. This course covers many statistical learning methods such as estimation, linear and multiple regression, clustering and classification, ANOVA, and non-parametric analysis. In addition to programming techniques for statistical learning methods, students will work on professional skills including communication, teamwork, and presentation. The course is to be taught in the 3 week semester.