Online Graduate Certificate in Machine Learning & Data Science Foundations

ML, From the 
Birthplace of AI.

Designed for early- to mid-career computer science professionals, this program teaches you to harness AI, machine learning, and large-scale data systems. Gain the skills to develop algorithms, analyze complex datasets, and apply intelligent systems across industries. This 100% online graduate certificate combines CMU’s academic rigor with live evening classes and flexible coursework for working professionals.

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Important Dates

Apply by the priority deadline to receive a partial fellowship award. 

Online Curriculum Overview

Learn directly from CMU School of Computer Science faculty through weekly live-online courses and self-paced activities. Complete 5, seven-week-long courses in 8-12 months:

• Mathematical Foundations of Machine Learning
• Computational Foundations for Machine Learning
• Python for Data Science I
• Python for Data Science II
• Foundations of Computational Data Science

What You'll Be Able to Do

Develop strong programming fluency using industry-standard tools and practices to work with real-world data

Master the mathematical foundations of ML, including probability, linear algebra and multivariate calculus

Build computational thinking for ML systems and master computing, analytics and visualization

 

"I highly recommend this program for working professionals who want CMU-caliber rigor they can put to use immediately — whether you're deepening existing technical skills or making the move into data science."

Matt P.
Solutions Director & AI Architect
General Dynamics Information Technology