BAN 7100 Data Warehousing and Data Mining

This course covers two related topics in the age of big data and knowledge discovery: data warehousing and data mining - their concepts, principles, and techniques. Topics in data warehousing include data warehouse/data mart architecture; multi-dimensional model design; extracting, transforming, and loading strategies. Topics in data mining range from statistics to machine learning; including techniques of clustering, association rules, and classification. OLAP (On-Line Analytical Processing) applications and business intelligence are also introduced. Prerequisite(s): BAN 5100 and BAN 5600
Credits: 3.0