May 11, 2021  
2020-2021 University Catalog 
2020-2021 University Catalog [ARCHIVED CATALOG]

DS 403 - Applied Machine Learning

The course provides an introduction to machine learning and statistical learning algorithms. Various supervised, unsupervised, and reinforced learning theory and algorithms are introduced and practiced with simulated and real data from a variety of fields. Variable selection and model performance evaluation are introduced to check model efficiency. Adequate models are used to perform predictions. 

Prerequisites & Notes
(Prerequisite: ST 331) 

Credits: 3