EECS 245 Exams

A repository of past exams and solutions for EECS 245: Mathematics for Machine Learning at the University of Michigan.

Past Exams

Note that the midterm exams in Fall 2025 were 80 minutes long and administered in lecture, while the midterm exams in Winter 2026 will be 120 minutes (2 hours) long and administered in the evenings. This change was made to give students more time to complete the exam; we plan on making the midterms roughly the same length as they were in Fall 2025.

SemesterMidterm 1Midterm 2Final Exam
Spring 2026Exam, SolutionsExam, SolutionsExam, Solutions
Winter 2026Exam, Solutions, Videos 🎥Exam, SolutionsExam, Solutions
Fall 2025Exam, Solutions, Videos 🎥Exam, SolutionsExam, Solutions, Videos 🎥
Mock ExamsExam, SolutionsExam, SolutionsIn lieu of a mock Final Exam, we provided these Post-Midterm 2 practice problems

Problems by Topic

Problems are linked based on the chapter they correspond to in the course notes. Generally, Chapters 1-4 correspond to Midterm 1 and Chapters 5-8 correspond to Midterm 2. If any questions seem miscategorized, let us know.