Feb 02, 2023  
2021-2022 EIU Graduate Catalog 
    
2021-2022 EIU Graduate Catalog [ARCHIVED CATALOG]

OSC 4820 - Business Analytics and Data Mining


(3-0-3) Management of statistical methods and tools for transforming massive amounts of data into new and useful information, uncovering factors that affect purchasing patterns, and identifying potential profitable investments and opportunities. Among the topics are: simple linear regression, multiple regression and correlation, partial regression techniques,  model selections, validation, and diagnostics, logistics regression, data mining, decision tree, neural network models,  visualization, and methods for model selection. Includes application of statistical software solution techniques.

Prerequisites & Notes
Junior, Senior or Graduate standing, BUS 2810 with C or better, or MAT 2250G with C or better, or permission of the Chair, School of Business.

 

Credits: 3