Courses of Study 2017-2018 
    Dec 18, 2018  
Courses of Study 2017-2018 [ARCHIVED CATALOG]

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ORIE 4740 - Statistical Data Mining I

Spring. 4 credits. Student option grading.

Prerequisite: ORIE 3500  and MATH 2940  or equivalent; programming experience. Exposure to multiple linear regression and logistic regression strongly recommended.


Examines the statistical aspects of data mining, the effective analysis of large datasets. Covers the process of building and interpreting various statistical models appropriate to such problems arising in scientific and business applications. Topics include naïve Bayes, graphical models, multiple regression, logistic regression, clustering methods and principal component analysis. Assignments are done using one or more statistical computing packages.

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