Dec 04, 2024  
2024-2025 General Catalog 
    
2024-2025 General Catalog
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EXST 4142 Introduction to R and Statistical Data Mining (3)


Prereq.:  EXST 3201  or ECON 4630  or Permission of Instructor. Introduction to R and advanced statistics for data mining, machine learning, and predictive analytics; topics include shrinkage methods in linear models; generalized linear models; cross-validation; decision trees; bagging and random forest; principal components analysis; cluster analysis and association rules mining.



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