Apr 05, 2025  
USC Catalogue 2022-2023 
    
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USC Catalogue 2022-2023 [ARCHIVED CATALOGUE]

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