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Nov 26, 2024
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2023-2024 General Catalog ARCHIVED CATALOG: To search archives, MUST use search box to left. Current catalog: catalog.usu.edu.
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STAT 5650 - Statistical Learning and Data Mining I
2 credit(s)
Students learn principal components analysis, discriminant analysis, logistic regression, nearest neighbor classification, classification trees, random forests, and are introduced to AdaBoost, gradient boosting machines, and support vector machines. They also learn agglomerative and k-means clustering, canonical correlation, and multivariate regression.
Prerequisite(s): STAT 5100 with a grade of C- or better
Repeatable for credit: No
Grade Mode: Standard
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