IEE 5170 - Applied Data Mining for Engineers

The objective of this course is to introduce data analysis methods, data warehousing, and data mining tools from an engineering perspective. Emphasis will be placed on the use of commercial data mining software to gain knowledge in data-rich engineering environments. Topics to be covered include data storage, preprocessing, clustering, classification, and prediction.
Note: Open to upper-level undergraduate and graduate students.

Credits: 3 hours