CA

Master's in DS/DA
On-Campus

University of California, San Diego | MS in ECE - Machine Learning and Data Science

  • La Jolla


About This Program

This interdisciplinary master’s degree provides formalized training in mathematical modeling and computational methods for navigating and understanding big data.

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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.
For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The MS in ECE - Machine Learning and Data Science is a one- to two-year graduate program integrating electrical and computer engineering with advanced machine learning algorithms, data systems, and AI applications.
Typical Course Topics
1. Machine Learning Algorithms 2. Probabilistic Reasoning and Decision-Making 3. Statistical Natural Language Processing 4. Recommender Systems and Web Mining 5. Unsupervised Learning 6. Data Systems for Machine Learning
Program Specializations:
Machine Learning
AI Engineering / Applied AI
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
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.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• GRE/GMAT: Optional
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

• Statement of Purpose: Required
• Letters of Recommendation: 3
• Resume: Required
• Transcripts: Official transcripts required

Application Timeline

Most programs have rolling admissions or deadlines in early winter for fall admission. Check the official program website for exact dates.

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Career Opportunities in AI

Position as Data Scientist in Engineering AI with deep learning expertise

Estimated Industry Salary
Machine Learning Engineer: $140,000
Total compensation (entry to mid-level)
AI Job Growth
23%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. Data Scientist 3. AI Systems Engineer 4. Research Scientist in AI
Top AI Employers (Industry-Wide):
Top employers include tech companies like Google, Microsoft, Amazon, and NVIDIA, as well as research labs and AI-focused firms.
Explore AI Career Paths
Program Details
Duration
  • 1.5 Year
Tuition
$ 42,946
Format
On-Campus
Specializations
Machine Learning
AI Engineering / Applied AI
Official Resources
Program Website
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