Duke University
Master of Engineering in ECE - Data Analytics & 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, computer science, or a related STEM field with a minimum GPA of 3.0 is required, along with relevant coursework in programming, linear algebra, and probability. GRE scores are optional, and professional experience in engineering or data-related roles is preferred.
About This Program
This specialization within the Master of Engineering in Electrical and Computer Engineering focuses on the mathematical foundations and practical deployment of AI systems that scale in real-world environments.
Career Outcomes
Position as Data Scientist in Cross-Industry AI with deep learning expertise
- 1. Machine Learning Engineer
- 2. Data Analytics Engineer
- 3. AI Systems Engineer
- 4. Embedded ML Specialist
What You'll Learn
- Design and implement machine learning models for engineering applications
- Analyze large datasets using data analytics techniques in ECE contexts
- Apply deep learning to signal processing and embedded systems
- Develop optimized algorithms for real-time data processing and AI inference
Curriculum Highlights
The program combines advanced ECE coursework in AI and data analysis with business fundamentals, product development, and a faculty- or industry-mentored applied project.
Top Employers
Top employers include tech giants like Google, Amazon, and NVIDIA, as well as engineering firms such as Intel, Qualcomm, and defense contractors like Raytheon.
Admissions
A bachelor's degree in electrical engineering, computer engineering, computer science, or a related STEM field with a minimum GPA of 3.0 is required, along with relevant coursework in programming, linear algebra, and probability. GRE scores are optional, and professional experience in engineering or data-related roles is preferred.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's in ECE or related field
- GRE/GMAT: Optional
- TOEFL/IELTS: Required for international students (TOEFL 90+ / IELTS 7.0+)
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