Data Analysis III

Catalog description

An introduction to data analysis techniques associated with supervised and unsupervised statistical learning. Resampling methods, model selection, regularization, generalized additive models, trees, support vector machines, clustering, nonlinear dimension reduction. Credit Hour s : 3 Prerequisites: STAT 8320