Rutgers, The State University of New Jersey

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: 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.

About This Program

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

Career Outcomes

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

• 1. Machine Learning Engineer
• 2. Signal Processing Specialist
• 3. Embedded Systems ML Developer
• 4. Wireless Communications Engineer

What You'll Learn

• Implement machine learning models for signal processing and communications systems.
• Design neural networks optimized for embedded hardware constraints.
• Apply optimization techniques to ECE problems like control systems and wireless networks.
• Accelerate ML algorithms using FPGAs and GPUs for real-time applications.

Curriculum Highlights

Coursework covers theoretical and practical machine learning aspects using Python, including written assignments and hands-on Jupyter Notebook projects.

Top Employers

Top employers include tech firms like Qualcomm, NVIDIA, Intel, and defense contractors such as Lockheed Martin and Raytheon.

Admissions

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.

Application Materials

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• Resume: Required
• Transcripts: Official transcripts required

Academic Requirements

• Degree Required: Bachelor's degree
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)