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MSE 623Introduction to Machine Learning

Units
0.50
Level
Graduate
Faculty
Engineering
Subject
Management Science and Engineering

When it runs

  1. F24
  2. W25
  3. S25
  4. F25
  5. W26
  6. S26
  7. F26
  8. W27
  9. S27

Ran in 6 of the last 7 terms. Winter 2027: scheduled, 1 lecture section. Spring 2027: schedule not out yet.

This course provides an introduction to the field of machine learning, with an emphasis on tools and algorithms that learn patterns from data. Topics covered may include data preparation, descriptive learning such as clustering, and predictive learning using classical methods such as regression and data-intensive methods such as deep learning. Students will read and present papers and complete a research project.

Prerequisites

None listed.

Antirequisites

  • Complete all of the following
    • Not completed nor concurrently enrolled in any of the following:
      • CS680 - Introduction to Machine Learning (0.50)
      • ECE657A - Introduction to Artificial Intelligence (0.50)
    • Not completed nor concurrently enrolled in:

Leads to

No course lists it as a requisite.

Fall 2026 sections

Enrolment from UW Open Data, which can trail Quest by up to two days. Instructors and rooms: Schedule of Classes.
SectionClassEnrolledMeets
LEC 00154518 / 40Th 18:30–21:20
TUT 10154528 / 40T 17:30–18:20

Winter 2027 sections

Enrolment from UW Open Data, which can trail Quest by up to two days. Instructors and rooms: Schedule of Classes.
SectionClassEnrolledMeets
LEC 00151970 / 50TTh 11:30–12:50
TUT 10151980 / 50W 08:30–09:20

Check it elsewhere for Fall 2026

Calendar versions

Graduate Calendar