Capstone Certificate: Artificial Intelligence for Engineering Data Analytics (Online)
Strengthen your ability to use machine learning and AI tools to solve engineering problems and improve technical decision making.UW–Madison’s online Capstone Certificate in Artificial Intelligence for Engineering Data Analytics is designed for working professionals who want practical, engineering-focused AI skills. Courses are fully online and structured to help you learn modern algorithms, modeling techniques, and data analysis methods while continuing full-time work.
| Certificate awarded | Capstone Certificate in Artificial Intelligence for Engineering Data Analytics |
| Credits | 9 graduate credits |
| Format | 100% Online, part-time |
| Duration | 2-3 semesters (part-time) |
| Tuition | $1,100/credit Wisconsin residents receive an automatic $100 per-credit scholarship. Learn more. |
| Start | Fall / Spring / Summer |
| Application Deadlines | Spring: December 1 Summer: June 1 Fall: August 1 |
Is This Program Right for You?
Strengthen your engineering career with advanced AI skills. This flexible online program is built for engineers and technical professionals who want to apply generative AI, machine learning, and engineering-specific analytics to real-world challenges. Complete the program in just two or three semesters — without disrupting your career.
- Build in-demand skills in AI, machine learning, and engineering data analytics
- Apply what you learn to real-world problems through hands-on projects
- Complete the program 100% online in two or three semesters
- Prepare to lead or support AI-driven initiatives in engineering settings
Online by Design
Our courses blend applied activities, structured opportunities for interaction, and recorded instructor materials. This intentional design supports strong engagement, clear guidance, and meaningful results.
Why This Program?
27 years
of delivering interactive online education, reflecting deep experience designing high-quality online programs for working professionals.
#6 ranking
Best Online Graduate Certificates in AI MastersinAI.org, 2026
Student Experience
Gain hands-on experience with generative AI tools, machine learning techniques, and engineering analytics, while learning to apply them responsibly. You’ll master predictive modeling and decision analysis to turn complex engineering data into clear, actionable insights.
- Generative AI-driven data analysis and decision-making
- Predictive modeling for engineering problems
- Machine learning methods for technical systems
- Automation and optimization with AI tools
- Visualization and interpretation of complex data
- Responsible and ethical use of AI in engineering
Curriculum and Requirements
The capstone certificate in Artificial Intelligence for Engineering Data Analytics is a nine-credit program that is designed to be completed in three consecutive terms of three credits each, with one course per term.Live course web sessions are scheduled in the evening to accommodate working professionals. All other weekly assignments can be completed on days and times of your choice. Plan for roughly 3 to 4 hours of work per credit each week. For a 3-credit course, this usually means 9 to 12 hours, depending on the course and your professional background.
Tuition and Financial Aid
$1,100 per credit, payable at the beginning of each semester. Wisconsin residents receive an automatic $100 per-credit scholarship.* Students are responsible for paying their tuition bill in full by the due date. The scholarship is credited to their student account after the semester’s drop deadline and before the start of the next semester. There is no lump-sum payment plan.*Wisconsin resident tuition scholarship does not apply to students with tuition waivers.See Tuition & Cost for more information.
Employer Support
Many students receive some financial support from their employers. Often, students find it beneficial to sit down with their employer and discuss how this program applies to their current and future responsibilities. Other key points to discuss include how participation will not interrupt your work schedule.
Admissions and Events
|
All applicants must:
- Have a Bachelor of Science in engineering or a related STEM field from an accredited institution.
- Have a minimum undergraduate GPA of 2.75 on the last 60 semester hours of coursework.
- Submit evidence of English language proficiency, if applicable. See the Graduate School Requirements for more information.
- Online application
- Resume/CV
- Transcripts
- Optional: Two letters of recommendation
For complete application details visit UW–Madison’s Guide
Application Deadlines by Term:
| Summer 2026 | June 1, 2026 |
| Fall 2026 | August 1, 2026 |
| Spring 2027 | December 1, 2026 |
Online Graduate Programs Overview
Tuesday, September 8, 2026
5-5:30 PM CTJoin program staff for a conversation about our online graduate programs, including curriculum, application process and career impact.Register Now
Program Overview: Engineering Data Analytics MEng Wednesday, October 14, 2026 12-12:30 PM CTGet more information about the Engineering: Engineering Data Analytics MEng program including curriculum, application process and potential career paths.Register Now
Online Graduate Programs Overview Tuesday, October 13, 2026 12-12:30 PM CTJoin program staff for a conversation about our online graduate programs, including curriculum, application process and career impact.Register Now
Program Overview: Engineering Data Analytics MEng Wednesday, October 14, 2026 12-12:30 PM CTGet more information about the Engineering: Engineering Data Analytics MEng program including curriculum, application process and potential career paths.Register Now
Online Graduate Programs Overview Tuesday, October 13, 2026 12-12:30 PM CTJoin program staff for a conversation about our online graduate programs, including curriculum, application process and career impact.Register Now
Faculty and Staff
Sinan Tas Academic Director
Email Sinan
Libby Miller Graduate Student Advisor
Email Libby
FAQ
|
A: Yes. The Capstone Certificate in Artificial Intelligence for Engineering Data Analytics is 100% online and designed for working professionals.
A: Most students finish in three semesters while working full time, typically taking 1 to 2 courses per semester.
A: Tuition is charged per credit. See Tuition & Fees for more information.
A: Yes. Courses are designed for part-time study alongside a full-time job.
A: All credits from this program transfer to the online Engineering Data Analytics M.Eng. degree program. Some credits may be eligible to apply toward other UW-Madison online engineering master’s programs; contact the program office for details.
A: Submit your application through our Professional Degrees & Certificates site. See Admissions for details or click here.
Ready to lead with confidence? Advance your career with UW–Madison’s online Capstone Certificate in Artificial Intelligence for Engineering Data Analytics.
Stay connected on LinkedIn Join our community of engineers, alumni, and faculty. Follow us for program news, upcoming events, and leadership insights.
Featured Content
Same top-ranked engineering education. Now more accessible.
From AI Curiosity to AI Capability: Preparing Engineers for What Comes Next
UW-Madison Online Graduate Engineering Programs Earn Strong National Recognition in 2026 Rankings
Why Most Machine Learning Projects Fail and How Visualization Can Change That
UW-Madison Launches New Capstone and Graduate Certificates in Artificial Intelligence for Engineering Data Analytics
Explore Similar Programs
Engineering Data Analytics
Build skills in machine learning, data science, and visualization with UW–Madison’s online Engineering Data Analytics master’s—designed for engineers.
Applied Engineering Management
Build skills in leadership, analysis, and decision-making with UW–Madison’s Capstone Certificate in Applied Engineering Management: a flexible, stackable credential.
Engineering Management
Advance your career with UW–Madison’s online MS in engineering management. Gain leadership, strategy, and data skills in an interactive online format.