156-112 — Predictive Analytics
This course will focus on the techniques and tools used for predictive analytics, a branch of AI that uses data to make predictions about future events. Students will learn how to collect, clean, and analyze data, build predictive models, and evaluate the performance of these models. The course will cover various predictive modeling techniques, including regression, classification, and time series analysis. Real-world examples and case studies will be used to illustrate the concepts and techniques. (Prerequisite: 101-138 Data Management, Analysis and Reporting)