Northwestern University 1 credit Industrial Engineering & Management Sciences
Predictive modeling of data using modern regression and classification methods. Multiple linear regression; logistic regression; pitfalls and diagnostics; nonparametric and nonlinear regression and classification such as trees, nearest neighbors, neural networks, and ensemble methods. Prerequisites: COMP_SCI 150-0, GEN_ENG 150-0, or GEN_ENG 151-0; IEMS 302-0; GEN_ENG 231-0 or IEMS 303-0; GEN_ENG 241-0 or ES_APPM 245-0.
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