STAT 474 - Data Mining and Business Analytics

3 Credit Hours

Understanding and application of data mining methods. Data preparation, exploratory data analysis and visualization, cluster analysis, logistic regression, decision trees, neural networks, association rules, model assessment, and other topics. Applications to real world data. Use of standard computer packages.

(RE) Prerequisite(s): 320 with grade of C or better.