ISE 529 Predictive Analytics

Units: 3
Terms Offered: FaSp

Analytics for supervised and unsupervised statistical learning. Generalized linear models, discriminant analysis, support vector machines. Nonparametric classification, trees, ensemble methods, k-nearest neighbors. Principal components, clustering.
Recommended Preparation: ISE 225 and equivalent working knowledge of a computer language
Instruction Mode: Lecture
Grading Option: Letter

Crosslisted as INF 561