University of California, San Diego
MS in ECE - Machine Learning 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 engineering, computer engineering, computer science, or a related field with a minimum GPA of 3.0 is required, along with programming experience and coursework in linear algebra, probability, and data structures.
About This Program
This interdisciplinary master's degree provides formalized training in mathematical modeling and computational methods for navigating and understanding big data.
Career Outcomes
Position as Data Scientist in Engineering AI with deep learning expertise
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. AI Systems Engineer
- 4. Research Scientist in AI
What You'll Learn
- Implement supervised and unsupervised machine learning models for data analysis.
- Design probabilistic models for AI decision-making and reasoning.
- Develop recommender systems and natural language processing pipelines.
- Optimize data systems for scalable machine learning applications.
Curriculum Highlights
The plan requires 48 units, including core courses in data analysis and probability, with electives in deep learning and a comprehensive exam option.
Top Employers
Top employers include tech companies like Google, Microsoft, Amazon, and NVIDIA, as well as research labs and AI-focused firms.
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 and coursework in linear algebra, probability, and data structures.
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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