Software for Statistical Learning II

Catalog description

Study of the application of advanced statistical learning models in Python. Topics include: Generalized linear models, random effects models, and generalized linear mixed models. Nonlinear models will be explored through applications of select deep learning architectures using PyTorch. Credit Hour s : 3 Prerequisites: STAT 8110 or instructor's consent required Recommended: STAT 7520 or STAT 8320 or equivalent