Predictive Analytics and AI

2 credits · Owen Graduate School of Management

This course equips students with essential tools and techniques to leverage data for informed managerial decision-making. From fundamental predictive modeling using regression and classification models to advanced methodologies (e.g., shrinkage models, ensemble methods), students gain a comprehensive understanding of analyzing both numerical and categorical data – a critical skill in today’s data-rich business environment. Through practical, industry-relevant applications and in-class exercises, students acquire hands-on experience to analyze data effectively, extract useful information, and derive actionable insights that yield organizational success. Prerequisite: MGT 6381. [2]