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Graduate Certificate in AI Engineering for Digital Twins & Analytics
Merge AI with digital twins to solve problems and improve the predictive capabilities of your organization.

Engineers with the skills to leverage AI with digital twin technology can identify problems before they occur and make more informed decisions for their organizations and society at large.
This new fully online graduate certificate through CMU's prestigious College of Engineering allows busy professionals to learn directly from Civil & Environmental Engineering faculty in weekly live online classes.
Program overview:
- Earn your certificate online in 9 months (two semesters).
- Learn from CMU professors and interact with peers during weekly live, online classes.
- Take two, transcripted, credit-bearing CMU courses.
- Start classes in Spring or Fall.
- Complete the application in less than 30 minutes.
- Receive your admissions decision within two weeks.

Tell us a bit about yourself, and a Program Specialist will follow up with more information.
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