MATH 3670/5670: Mathematical Data Science
Undergraduate/graduate course, Vanderbilt University, Department of Mathematics, 2022
Course focuses on the mathematics of various data science and machine learning concepts including: K-nearest neighbors, linear regression, ridge regression, LASSO, best subset selection, linear discriminant analysis, support vector machines, K-means clustering, neural networks, and principal component analysis.