Applied Machine Learning.

Catalog description

PR: MATH 124 or MATH 126 with a minimum grade of C-. Statistical machine learning methods for supervised and unsupervised learning will be introduced via applications. Specifically, linear regression, methods for classification, resampling, model choice, dimension reduction and clustering will be covered with a conceptual understanding and their implementation using R and Python.