University Catalog 2020-2021 
    
    Oct 26, 2020  
University Catalog 2020-2021
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CPSC 4370 - Data Mining

This course provides both theoretical and practical coverage of the widely used data mining methods. A focus will be placed on specific analytic and modeling techniques such as data preparation and pre-processing, association rule analysis, clustering, regression, classification, sequential pattern mining and model evaluation and selection. Theories underlying these techniques will be discussed and their application to practical scenarios will be illustrated. Contextualized projects are designed to help students gain hands-on experience in real-world knowledge discovery process. Prerequisite(s): CPSC 3060 , CPSC 3710 , and STAT 2021 . (3)



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