University of Wisconsin–Madison
MS in Electrical Engineering - Machine Learning and Signal Processing
How this program compares
Benchmark this program against our national recognition pages and use the key guides below to evaluate ROI, admissions difficulty, and outcomes.
Admission Snapshot
Typical admitted student: A bachelor's degree in electrical engineering, computer engineering, or a related field with a minimum GPA of 3.0 is required, along with relevant coursework in signals, systems, and programming. Prerequisites may include linear algebra, probability, and programming experience in Python or MATLAB.
About This Program
An accelerated, course-only master’s program intended for students seeking an advanced entry into a data science career in industry.
Career Outcomes
Excel as Machine Learning Engineer in Cross-Industry AI with machine learning expertise
- 1. Machine Learning Engineer
- 2. Signal Processing Engineer
- 3. Embedded Systems Engineer
- 4. Research Scientist in AI
What You'll Learn
- Design and implement machine learning algorithms for signal processing applications.
- Apply advanced signal processing techniques to real-world data analysis.
- Develop neural network models for pattern recognition in electrical systems.
- Optimize ML models using matrix methods and computational tools.
Curriculum Highlights
The 30-credit curriculum emphasizes mathematical foundations of data science and includes a professional development hands-on project, internship, or independent study.
Top Employers
Top employers include tech firms like Google, Intel, NVIDIA, and government research labs such as DARPA and national labs.
Admissions
A bachelor's degree in electrical engineering, computer engineering, or a related field with a minimum GPA of 3.0 is required, along with relevant coursework in signals, systems, and programming. Prerequisites may include linear algebra, probability, and programming experience in Python or MATLAB.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree in engineering or related field
- GRE/GMAT: Optional
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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