University of Southern California
MS in ECE - ML & Data Science
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, computer science, or a related field with a minimum GPA of 3.0 is required, along with programming experience in Python or similar and linear algebra proficiency. GRE scores are often optional, with relevant coursework or professional experience strengthening applications.
About This Program
This program provides rigorous training in the theory and application of data science, machine learning, and signal processing for engineering fields.
Career Outcomes
Lead as Machine Learning Engineer in Engineering AI with machine learning expertise
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. AI Research Engineer
- 4. Computer Vision Specialist
What You'll Learn
- Design and implement machine learning models for real-world engineering problems
- Analyze large-scale datasets using advanced statistical and computational techniques
- Apply deep learning to signal processing, computer vision, and embedded systems
- Optimize AI algorithms for hardware-efficient deployment in ECE applications
Curriculum Highlights
The curriculum includes foundations in probability and linear algebra, software design, and specialized courses in deep learning and data analytics.
Top Employers
Top employers include tech giants like Google, Amazon, NVIDIA, and engineering firms such as Qualcomm and Intel.
Admissions
A bachelor's degree in electrical engineering, computer engineering, computer science, or a related field with a minimum GPA of 3.0 is required, along with programming experience in Python or similar and linear algebra proficiency. GRE scores are often optional, with relevant coursework or professional experience strengthening applications.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Optional
- TOEFL/IELTS: Required for international students (TOEFL 90+ / IELTS 6.5+)
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