GEN 001

Introduction to Machine Learning in Digital Health

University of Minnesota-Rochester · UGRD · Fall 2026

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This course offers a foundational introduction to machine learning (ML) with a specific emphasis on applications in digital health. Core ML concepts, including supervised and unsupervised learning and model evaluation, will be explored. Health-related datasets form the basis of all exercises. Uses practical assignments and case studies to illustrate how ML is used to drive innovation in areas such as diagnostics, personalized medicine, clinical decision support, and health monitoring technologies

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Class #minnesota_rochester-0001Fall 2026UGRD3 credits
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