University of Michigan‑Dearborn
Intelligent Systems in Engineering Applications Certificate
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 engineering, computer science, or a related field with a minimum GPA of 3.0 is required, along with demonstrated programming skills and relevant coursework in math or AI.
About This Program
This graduate certificate introduces students to the core concepts and techniques used for building and evaluating intelligent systems. It provides hands-on practice with real-world engineering problems.
Career Outcomes
Gain data mining skills to advance as Machine Learning Engineer in Engineering AI
- 1. Intelligent Systems Engineer
- 2. Robotics Applications Engineer
- 3. AI Engineering Specialist
- 4. Automation Controls Engineer
What You'll Learn
- Design intelligent systems for engineering optimization and automation
- Apply machine learning algorithms to real-world engineering data
- Develop AI-driven control and robotics solutions
- Analyze and predict system performance using intelligent techniques
Curriculum Highlights
The 12-credit curriculum requires three courses chosen from a list including data mining, information engineering, and pattern recognition. Courses are scheduled to accommodate working professionals.
Top Employers
Top employers include automotive manufacturers like Ford and GM, tech firms such as Google and IBM, aerospace companies, and engineering consultancies.
Admissions
A bachelor's degree in engineering, computer science, or a related field with a minimum GPA of 3.0 is required, along with demonstrated programming skills and relevant coursework in math or AI.
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: Optional
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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