NJ

Certificates in AI
On-Campus

Rutgers, The State University of New Jersey

Machine Learning for Electrical & Computer Engineers Certificate

  • New Brunswick
About This Program

This certificate provides a systematic introduction to machine learning, focusing on technical foundations and the use of statistical methods.

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What You'll Learn

Students learn linear models for classification, support vector machines, deep learning, and how to implement gradient descent and kernel tricks.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
Coursework covers theoretical and practical machine learning aspects using Python, including written assignments and hands-on Jupyter Notebook projects.
Typical Course Topics
1. Supervised Learning and Regression Models 2. Deep Neural Networks and Convolutional Networks 3. Unsupervised Learning and Clustering Algorithms 4. Reinforcement Learning and Control Systems 5. Natural Language Processing and Sequence Models 6. Machine Learning Systems Design and Optimization
Program Specializations:
Deep Learning
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
Applicants must hold a bachelor's degree in electrical engineering, computer engineering, computer science, or a closely related field with demonstrated coursework in linear algebra, calculus, and programming. Strong mathematical and programming foundations are essential for success in the program.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree in engineering or computer science
• GRE/GMAT: Optional (may strengthen applications with non-traditional backgrounds)
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• Resume: Required
• Transcripts: Official transcripts required
• Portfolio or coding samples: Optional but recommended

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

Gain deep learning skills to advance as Machine Learning Engineer in Engineering AI

Estimated Industry Salary
Machine Learning Engineer: $130,000 AI/ML Research Engineer: $125,000 Computer Vision Engineer: $128,000 Autonomous Systems Engineer: $132,000
Total compensation (entry to mid-level)
AI Job Growth
36.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. AI Research Engineer 3. Computer Vision Specialist 4. Autonomous Systems Engineer
Top AI Employers (Industry-Wide):
Top employers include technology companies like Google, Tesla, NVIDIA, and Intel, as well as aerospace firms such as Boeing and Lockheed Martin, automotive companies developing autonomous vehicles, and defense contractors investing in AI systems.
Explore AI Career Paths
Program Details
Duration
  • 1 Year
Tuition
  • 11,172
Format
On-Campus
Specializations
Deep Learning
Machine Learning
Official Resources
Program Website
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