Courses of Study 2021-2022 
    
    Jul 04, 2022  
Courses of Study 2021-2022 [ARCHIVED CATALOG]

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STSCI 4740 - Data Mining and Machine Learning


(SDS-AS)      
Fall. 4 credits. Student option grading.

Prerequisite: CS 1112  or equivalent, MATH 2220 , STSCI 3200 STSCI 3080  or  . Co-meets with STSCI 5740 .

Y. Ning.

We start off with a detailed refresher for Linear Regression. We then turn to popular methods for classification including Logistic Regression and Discriminant Analysis. Finally, we consider more advanced topics which may include - depending on the audience - Resampling Methods, Tree-based Methods, or Support Vector Machines. The statistics software R is introduced and used for applications.



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