Santa Clara University
MS in ECE - Signal Processing and Machine Learning
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 coursework in signals and systems, linear algebra, and probability. Relevant programming experience and GRE scores are often recommended but may be optional.
About This Program
This graduate program provides a balanced foundation in digital signal processing theory and modern implementation methods, suitable for professionals in diverse engineering disciplines.
Career Outcomes
Lead as Machine Learning Engineer in Engineering AI with machine learning expertise
- 1. Machine Learning Engineer
- 2. Signal Processing Engineer
- 3. AI Systems Engineer
- 4. Embedded Systems Developer
What You'll Learn
- Analyze continuous and discrete-time signals using Fourier, Laplace, and Z transforms.
- Apply machine learning techniques to signal processing tasks like classification and regression.
- Design algorithms for statistical inference and optimization in noisy data environments.
- Implement deep learning models for applications in communications, imaging, and control systems.
Curriculum Highlights
The curriculum includes core courses in digital signal processing, probability, and linear algebra, with elective concentrations in machine learning, image processing, or theory and methods.
Top Employers
Top employers include tech companies like Google, NVIDIA, Qualcomm, and Intel, as well as research labs and defense contractors.
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 coursework in signals and systems, linear algebra, and probability. Relevant programming experience and GRE scores are often recommended but may be optional.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2–3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Optional
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
Student Reviews
Loading reviews...
Ready to Apply?
Visit the official program page for the latest deadlines, tuition, and application requirements.