STAT 473 - Statistical Machine Learning

(3 units)

Prerequisite: STAT 381.
Supervised learning regression and classification models, model shrinkage and regularization methods, unsupervised learning models, topic modeling and sentiment analysis, and data and model visualization with the R package tidyverse. Topics of current interest.

Letter grade only (A-F). Not repeatable for credit. Not open for credit for students with credit in STAT 574.