MATH 446 Machine Learning through Python

Units: 4
Terms Offered: Fa

Probabilistic model building, linear predictors, neural networks, classification, unsupervised learning, principal components, clustering, model validation, Machine Learning pipelines, programmatic data wrangling.
Prerequisite: MATH 226g and (MATH 225 or MATH 245) and MATH 407
Recommended Preparation: ITP 115 or equivalent
Instruction Mode: Lecture, Discussion
Grading Option: Letter