Program Overview

Introduction to the Program

The online Graduate Certificate in Machine Learning & Data Science Foundations is designed to teach technically-savvy professionals how to leverage AI and machine learning technology for harnessing the power of large scale data systems.

Program Overview

This unique combination of expertise will give students the ability to turn raw data into usable information that can be applied within their organization. The program focuses on computer-science based data analytics, allowing students to learn foundational skills in computer programming, machine learning, and data science.

Curriculum

Throughout the coursework, students will:

• Practice mathematical and computational concepts used in machine learning, including probability, linear algebra, multivariate differential calculus, algorithm analysis, and dynamic programming.
• Learn how to approach and solve large-scale data science problems.
• Acquire foundational skills in solution design, analytic algorithms, interactive analysis, and visualization techniques for data analysis.

Program Format and Structure

The online Graduate Certificate in Machine Learning & Data Science Foundations is offered 100% online, allowing computer science professionals to conveniently fit the program into their busy day-to-day lives. The program is 12 months long and features a live-online schedule, with classes held 1 to 2 times per week for 90 minutes in the evening.

Target Audience

This leading certificate program is best suited for:

• Industry professionals looking to deliver value to companies by acquiring in-demand data science, AI, and machine learning skills.
• Recent computer science degree graduates seeking to expand their skill set and become even more marketable in a growing field.

Program Details

• Next Start Date: January 2026
• Application Deadlines: Final: December 3, 2025
• Program Length: 12 months
• Program Format: 100% online
• Taught By: School of Computer Science

Rankings and Recognition

Carnegie Mellon University's AI graduate programs, programming languages courses, and computer science graduate programs are ranked #1, #1, and #2 in the nation, respectively, according to the 2026 U.S. News & World Report Rankings.