May 31, 2023  
USC Catalogue 2020-2021 
USC Catalogue 2020-2021 [ARCHIVED CATALOGUE]

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 DSCI 561