MATH 5041

Statistical Machine Learning

New Mexico Institute of Mining and Technology · UGRD · Fall 2026

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Basics of statistical learning. Data visualization. Linear, nonlinear and logistic regression, variable selection and regularization. Linear classification methods. Smoothing methods. Tree-based methods. Basics of statistical learning. Data visualization. Linear, nonlinear and logistic regression, variable selection and regularization. Linear classification methods. Smoothing methods. Tree-based methods.

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Class #new_mexico_mining_and-MATH5041Fall 2026UGRD3 credits
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