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Oct 18, 2024
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2023-24 University Catalog [ARCHIVED CATALOG]
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STAT 441 - Statistical Machine Learning I Lecture Hours: 4 Lab Hours: 0 Credit Hours: 4
An introduction to machine learning with an emphasis on statistical theory. Supervised (discriminative and generative models) and unsupervised learning for categorical and numerical outcomes. Model selection and assessment.
Prerequisites: (MATH 361 or MATH 465 ) and (MATH 254 or MATH 261 or MATH 341 )
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