University of Wisconsin–Madison
Online Capstone Certificate in AI for Engineering Data Analytics
How this program compares
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Admission Snapshot
Typical admitted student: A bachelor's degree in engineering, computer science, or a related technical field with a minimum GPA of 3.0 is required; relevant professional experience in engineering or data handling is preferred.
About This Program
A 100% online nine-credit program designed for technical professionals who work with data and want to strengthen their skills in AI.
Career Outcomes
Develop machine learning skills to advance as Data Analyst in Engineering AI
- 1. AI Engineer for Manufacturing
- 2. Engineering Data Analytics Specialist
- 3. Technical AI Consultant
- 4. Machine Learning Engineer in Operations
What You'll Learn
- Apply AI and machine learning tools to automate engineering workflows and solve technical problems.
- Analyze engineering data for insights to optimize systems, forecasting, and decision-making.
- Build and deploy generative AI solutions like chatbots for engineering applications without coding.
- Evaluate AI model robustness and apply analytics in manufacturing, design, and operations.
- Communicate data-driven insights to technical teams and leaders.
Curriculum Highlights
The structure consists of core courses in machine learning and generative artificial intelligence, with elective options in engineering statistics and decision analysis.
Top Employers
Top employers include engineering firms like Boeing and General Electric, tech companies such as Microsoft and Google, manufacturing leaders like Caterpillar, and consulting firms like McKinsey.
Admissions
A bachelor's degree in engineering, computer science, or a related technical field with a minimum GPA of 3.0 is required; relevant professional experience in engineering or data handling is preferred.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2
- 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+)
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