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The mission of the CIC @ Northeastern University is to promote equitable access to computing education. Today, we are partnered with 100+ of the largest CS departments in the country to implement research-backed interventions that expand students’ opportunities to discover, persist in, and graduate with computing degrees. As part of this mission, we seek to identify the best practices in technical AI education. The interactive AI Programs map displays undergraduate U.S. technical AI programs scraped from the web sites of 4-year colleges/universities with 25+ CIP11 graduates. Our goal is to allow faculty, administrators and students alike to see the different approaches to AI education and make informed decisions about what to offer and where to study.
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AI Programs* in Computer Science in U.S. Universities
An interactive map of undergraduate degree programs in Artificial Intelligence across U.S. colleges and universities, helping students discover AI education opportunities nationwide.
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💡 Use filters to explore program types • Clusters auto-expand when filtering • Click individual markers to zoom and view details • Click cluster circles to zoom and view all universities • Use +/- buttons or mouse wheel to zoom • Reset Zoom button restores map view • Clear Filters button resets all filters

* Only AI programs offered by Computer Science Departments/Schools/Colleges are shown, see FAQ for more information

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About

We have developed a tool that uses web-scraping techniques combined with large language models and traditional machine learning techniques to track the availability of AI-focused undergraduate programs in computing departments at universities across the United States. The purpose of the tool is to increase visibility into the AI landscape in post-secondary education for prospective students, administrators, and researchers. By gathering and analyzing publicly available data from each school's website, we have mapped programs from schools so far, matching them to categories ranging from full AI majors to minors to specializations and certificates. The schools mapped generate 87.97% of CS graduates in the U.S. Among these schools, we have found AI majors and AI minors as of , though we know this number is growing. Our map is designed to dynamically update, correcting for errors and detecting newly-launched programs each time we re-run the tool (roughly once a semester). In the future, we'll be adding data from more schools, analyzing the content of the AI programs, and paying special attention to specific barriers students face in accessing these programs.