NJ

Certificates in AI
On-Campus

Rutgers, The State University of New Jersey

Certificate in Machine Learning for Electrical and Computer Engineers

  • New Brunswick
About This Program

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

Student Reviews
Write a Review
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. Fundamentals of Machine Learning 2. Deep Learning for Signal Processing 3. Neural Networks in Embedded Systems 4. Optimization Algorithms for ECE Applications 5. Machine Learning for Wireless Communications 6. Hardware Acceleration of ML Models
Program Specializations:
Computer Vision
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
Applicants typically hold a bachelor's degree in electrical engineering, computer engineering, or a related field with a minimum GPA of 3.0, plus relevant technical background in programming and linear algebra. Prerequisites may include undergraduate courses in signals and systems or probability.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• GRE/GMAT: Not Required
• 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

Application Timeline

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

Check Application Deadlines
Career Opportunities in AI

Gain computer vision skills to advance as Machine Learning Engineer in Engineering AI

Estimated Industry Salary
Machine Learning Engineer (ECE focus): $125,000
Total compensation (entry to mid-level)
AI Job Growth
36.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. Signal Processing Specialist 3. Embedded Systems ML Developer 4. Wireless Communications Engineer
Top AI Employers (Industry-Wide):
Top employers include tech firms like Qualcomm, NVIDIA, Intel, and defense contractors such as Lockheed Martin and Raytheon.
Explore AI Career Paths
Program Details
Duration
  • 1 Year
Tuition
  • 10,344
Format
On-Campus
Specializations
Computer Vision
Machine Learning
Official Resources
Program Website
Request Information