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Electrical & Computer Engineering: Machine Learning & Signal Processing MS

Master of Science in Electrical and Computer Engineering

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Is this program right for you?

Fast-track into the data science workforce with an accelerated MS in Electrical and Computer Engineering: Machine Learning and Signal Processing. Learn quantitative thinking, coding, and practical problem-solving through a course-only curriculum with a hands-on project. Focused on data science, machine learning, and signal processing, the program prepares you for immediate industry contribution.

  • Accelerated, course-based curriculum allowing you to graduate in 12-16 months, no thesis required
  • Coursework draws upon foundational and cutting-edge methods and is taught by faculty conducting pioneering research in the field
  • The program features a professional development hands-on project, either via an internship/co-op or an independent project

Education that works for you

The Electrical and Computer Engineering Department offers the Master of Science in Electrical and Computer Engineering: Machine Learning and Signal Processing (MLSP) program which is intended for students looking for an advanced entry into a data science career in industry.

Program type

Master’s degree

Graduate education in a specific area of expertise

Explore program types

Degree awarded

Master of Science in Electrical and Computer Engineering

Commitment

12–16 months

Tuition

$1,200 per credit

Format

Accelerated

Fast-paced program with higher course load

Face-to-face

On-campus, in-person courses

Credits

30 graduate credits

Admission terms

Program only admits for fall term

STEM opt eligible

Yes

International eligibility

Yes

Application deadlines

Fall 2025

  • Deadline: December 15, 2024

Fall 2026

  • Deadline: December 15, 2025

Fall 2027

  • Deadline: December 15, 2026
View UW–Madison’s Guide

Your questions, answered

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Admissions and events

Program requirements

All applicants must:

  • Have a Bachelor of Science in electrical or computer engineering from an accredited institution, however bachelor’s degrees in other fields of engineering, computer science, mathematics, statistics or a related discipline will be considered
  • Have a minimum undergraduate GPA of 3.0 on the last 60 credits of degree
  • Submit evidence of English language proficiency, if applicable. See the Graduate School Requirements for more information

Application materials required

  • Online application
  • Resume/CV
  • Statement of purpose
  • Transcripts
  • Three letters of recommendation

For complete application details visit UW–Madison’s Guide →

October 31, 2024 from 12 p.m. to 12:30 p.m.

Program Overview & Career Outlook: ECE Accelerated Programs

Learn about the Electrical and Computer Engineering accelerated master’s programs and potential post-graduation career paths.

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December 4, 2024 from 12 p.m. to 12:30 p.m.

Application Assistance: College of Engineering Accelerated Programs

Learn about the College of Engineering accelerated master’s programs and application best practices. You’ll leave knowing what you need, and how to successfully apply.

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December 12, 2024 from 12 p.m. to 12:30 p.m.

Statement of Purpose Q&A: College of Engineering Accelerated Programs

Learn about the College of Engineering Accelerated Master’s programs and statement of purpose best practices. You’ll leave knowing what you need, and how to successfully craft a strong statement of purpose for your application.

Register now →

March 5, 2025 from 12 p.m. to 12:30 p.m.

Pathways: College of Engineering Accelerated Programs

Learn about the College of Engineering accelerated master’s programs, curriculum, and potential post-graduation career paths.

Register now →

Results that work for you

Electrical & Computer Engineering: Machine Learning & Signal Processing MS

$120,900

Media annual salary in 2023

Job titles

  • Electrical engineers
  • Power electronics engineers
  • Electrical design engineers
  • Hardware engineers
  • Radio frequency engineers
  • Signal processing engineers
  • Electronics engineers
  • Robotics engineers
  • Electrical systems engineers
  • Controls engineers
  • Hardware design engineers

Top industries

  • Computer Systems Design and Related Services
  • Architectural, Engineering, and Related Service
  • Wired and Wireless Telecommunications (except Satellite)
  • Semiconductor and Other Electronic Component Manufacturing
  • Federal Government, Civilian
  • Management of Companies and Enterprises

Top employers

  • RTX
  • Northrop Grumman
  • Boeing
  • Lockheed Martin
  • L3Harris
  • Leidos
  • Blue Origin
  • Ford
  • Apple

11.8%

Projected growth for electrical engineers from 2020-2032. Source: Lightcast™ 2023

#9

graduate ranking among U.S. public universities

U.S. News & World Report, 2024

What you’ll learn

In the Electrical & Computer Engineering: Machine Learning & Signal Processing MS program, you’ll delve into topics that help you tackle real-world problems in information processing and apply data-driven innovation to cutting-edge technology.
For complete curricular details visit UW-Madison’s Guide →
  • Machine learning
  • Signal processing
  • Artificial neural networks
  • Information processing

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