STAT 474 - Introduction to Data Mining

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): 471.
Comment(s): Grade of C or better in 471 is required.