DATA 674 (01) - Predictive and Prescriptive Analytics I

Predictive Analytics I

Durham   Coll of Professional Studies :: Analytics
Credits: 4.0
Term: Fall 2023 - Full Term (08/28/2023 - 12/11/2023)
Grade Mode: Letter Grading
Class Size:   25  
CRN: 16017
A first course in predictive and prescriptive analytics. Supervised learning models including linear models and CART models. Model assessment and scoring methods, including cross-validation. Regularization and model tuning. Unsupervised learning models including k-means clustering. Project-based, with an emphasis on collaborative, experiential learning. Statistical software will be used and programming required.
Registration Approval Required. Contact Instructor or Academic Department for permission then register through Webcat.
Prerequisite(s): MATH 425 and COMP 570 and DATA 557
Instructors: Matthew Magnusson

Times & Locations

Start Date End Date Days Time Location
8/28/2023 12/11/2023 MWF 1:10pm - 2:00pm DEM 253
Final Exam 12/19/2023 12/19/2023 T 8:00am - 10:00am ONLINE