CSCI 5521: Machine Learning Fundamentals

University of Minnesota, Twin Cities, Spring 2025.

Logistics

  • Location: Keller Hall 3-230
  • Time: Tuesdays and Thursdays, 9:45 AM - 11:00 AM
  • Links: Canvas, Piazza

Overview

This is an introductory machine learning class. This course will introduce students to different types of machine learning algorithms, their mathematical underpinnings, practical intuitions, and sample applications. Class will include several homework assignments, quizzes, coding assignments, a midterm, and a final exam, assessing student learning in various ways.

Instructor