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Sep 08, 2024
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USC Catalogue 2022-2023 [ARCHIVED CATALOGUE]
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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
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