# Online graduate certificate

**Source**: https://cee.engineering.cmu.edu/education/graduate/online-grad-certificate.html
**Parent**: https://cee.engineering.cmu.edu/education/graduate/index.html

## AI Engineering - Digital Twins & Analytics

### Improve your career performance: Bring new AI skills to your organization

New online course pairs the virtual and physical in an AI-enabled digital twin, providing a robust way to analyze data and make better engineering decisions through predictive modeling.

Learn these invaluable skills at your own pace. The principles and techniques delivered in the course will help you to close the loop between predicting the behavior of a physical system and ultimately controlling the environment throughout its lifecycle for each unique project, process, building or environment. This is an elite skill for engineers to lead and innovate in their organization.

Advance your career by bringing the value of AI-enabled digital twins into your workplace.

**[Learn more](https://www.cmu.edu/online/aie-dta/index.html)    |     [Request information](https://www.cmu.edu/online/aie-dta/rfi/index.html)    |     [Apply](https://apply.online.cmu.edu/apply/)**