May 18, 2024  
2023-2024 Undergraduate Catalog 
    
2023-2024 Undergraduate Catalog [ARCHIVED CATALOG]

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DATA 4310:Statistical Data Mining

3 Credit Hours
Prerequisite: STAT 3130  or permission of the instructor.
Data Mining is an information extraction activity whose goal is to discover hidden facts contained in databases, perform prediction and forecasting, and generally improve their performance through interaction with data. The process includes data selection, cleaning, coding, using different statistical, pattern recognition and machine learning techniques, and reporting and visualization of the generated structures. The course will cover all these issues and will illustrate the whole process by examples of practical applications. The students will use recent SAS Enterprise Miner software.



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