IS541: Data Mining and Knowledge Discovery

This course equips students with the knowledge and skills needed in designing and implementing data mining systems. It covers the broad topics of data mining and warehousing and illustrates the knowledge and value that can be gained out of these technologies. The course focuses on the advanced data mining techniques and algorithms applied in association, classification, clustering. It also discusses modern modeling techniques used in designing data warehousing and OLAP systems. Students will also be exposed to modern data mining software tools and products.