IE 7429 Analytics and Data Science in Industrial Engineering (3)

Prereq.: IE 3302 or equivalent. Analytics and machine learning techniques and applications within Industrial Engineering. Topics include overview of the analytics process, data management & preparation, descriptive analytics (including business intelligence and data visualization techniques), clustering, classification, predictive analytics (regression & time series), text mining, and prescriptive methods.