2021-2022 Undergraduate Catalog 
    
    Apr 27, 2024  
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2021-2022 Undergraduate Catalog [Archived]

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MATH 342 - Multiple Regression and Machine Learning Methods

3 Credits

Description
Multiple regression and related machine learning methods including ridge regression, lasso, elasticnet, and neural networks.  Classifaction methods: logistic regreassion and linear discriminant analysis.  Unsupervised methods: principal components and clustering.  Modern modelling methods including bootstrapping and cross-validation.

Prerequisites
MATH 341 with a C or better.

Repeatable
No


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