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Nov 13, 2024
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ISE 529 Predictive Analytics Units: 4 Terms Offered: FaSp Supervised learning. Linear regression, cross validation, ridge and lasso regression, logistic regression, k-nearest-neighbors, decision trees, random forest and gradient-boosting models, support vector machines, neural networks. Recommended Preparation: Undergraduate statistics on the level of ISE 225 ; working knowledge of a programming language on the level of ISE 150 Instruction Mode: Lecture Grading Option: Letter Crosslisted as DSCI 561
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