CMU is the place to cultivate your AI expertise and transform your career. And now you can do it online from wherever you are.

Our online programs aren't like anything else you've seen. With live-online classes taught by expert CMU faculty, you will learn cutting-edge AI techniques straight from the source.

For those with no technical expertise to highly skilled engineers and computer scientists, you can gain advanced knowledge to make an immediate impact on your career, your organization and the world. What are you waiting for?

Which online graduate certificate is right for you?

For Engineers of the Future

AI Engineering Fundamentals

Created for engineers eager to design next-generation solutions with the latest AI, machine learning and deep learning techniques and prepare for the next wave of innovation in engineering.

AI Engineering for Digital Twins & Analytics

A comprehensive overview of digital twins and predictive analytics in the context of civil engineering. Learn how to build a business case for digital twins and how to lead the implementation of this cutting-edge technology in your organization.

For Cutting-Edge Computer Scientists

Machine Learning & Data Science Foundations

Establish foundational knowledge in advanced mathematics, Python and computational data science to solve real-world, large scale data problems with AI and machine learning. A strong background in advanced math and Python is required.

Generative AI & Large Language Models

A training ground for future GenAI experts. Explore the practical applications of large language models, learn how to design and implement scalable LLM systems, and cultivate fundamental expertise in multimodal machine learning. A strong background in advanced math, programming and deep learning is required.

For Business Innovators

Managing AI Systems

This is AI, demystified. Learn the ins and outs of AI technology, how to deploy, scale and sustain AI solutions, and how to responsibly drive and manage the adoption of enterprise-level AI systems for your organization. No technical expertise required.

Foundations of Data Science

Gain data fluency and master fundamental skills in data science to make more data-informed decisions in the workplace. Learn how to conduct exploratory data analysis, create high-quality statistical graphs and communicate the 'story behind the data' to different audiences.