University of Southern California
MS in ECE - ML and 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/computer engineering, computer science, or related field with a minimum GPA of 3.0 is required, along with programming experience in Python or similar and coursework in linear algebra, probability, and algorithms.
About This Program
This graduate degree prepares students for employment in industries using data-driven methods for analysis, design, and autonomous systems.
Career Outcomes
Advance 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 program structure focuses on probability for engineers, linear algebra, and technical electives in areas like internet and cloud computing.
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/computer engineering, computer science, or related field with a minimum GPA of 3.0 is required, along with programming experience in Python or similar and coursework in linear algebra, probability, and algorithms.
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 80+ / IELTS 6.5+)
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