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STAT 5850 - Applied Data MiningExamine the philosophy and practice the methods of using gigantic data collections to discover actionable information. Topics include: Statistical evaluation of gigantic data collections; data warehousing; data form; data transformations; missing data; data reduction; application of neural networks; genetic algorithms; and hybrid models. Prerequisites & Corequisites: Prerequisite: STAT 4640 or knowledge of a statistical software package. Credits: 3 hours Notes: Open to upperclass and graduate students. |
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