APPM 4580 - Statistical Learning Course uri icon

Overview

description

  • Consists of applications and methods of statistical learning. Reviews multiple linear regression and then covers classification, regularization, splines, tree-based methods, support vector machines, unsupervised learning and Gaussian process regression.