Presented by: Ashmita De, Research Analyst, Education Insights, Data & Research, Northern Alberta Institute of Technology Melissa Myskiw, Academic Coordinator, School of Construction and Building Sciences, Northern Alberta Institute of Technology Alexander Ondrus, Senior Research Specialist, Education Insights, Data and Research, Northern Alberta Institute of Technology
Presentation Description: Understanding factors influencing student retention is key to a high-quality student experience. Machine Learning (ML) offers new ways to analyze this area. In this session, we will explore developing a predictive model to identify at-risk students, reviewing the project’s origins, progress, and future directions. We’ll discuss how Microsoft Fabric provides a unified platform for data management, ML model creation, and Power BI reporting, showing how ML insights can enhance student experience.