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Oct 09, 2024
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USC Catalogue 2020-2021 [ARCHIVED CATALOGUE]
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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
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