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Courses - Spring 2023
SURV
Survey and Data Science Department Site
SURV616
(Perm Req)
Statistical Modeling and Machine Learning II
Credits: 3
Grad Meth: Reg, Aud
Prerequisite: SURV615.
Build on material presented in Statistical Methods and Machine Learning I. Topics include: categorical data analysis, logistic regression, model selection for inference and prediction, classification using K-means and neural networks, survival analysis, principal components, and factor analysis.
It runs concurrently with the University of Michigan course.