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Founded in 2019, The CIC @ Northeastern University is partnering with over 100 universities across the U.S. to improve access to computing education. We work with university presidents, provosts, deans, chairs, and faculty to remove institutional barriers and implement research-backed interventions to expand students’ opportunities to discover, persist in, and graduate from computing programs.
AI Programs* in U.S. Universities
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Single-click legend items to hide • Double-click to isolate
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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 Computing Departments/Schools/Colleges are shown

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FAQ and Error Reporting

How was the map created?

We scraped the websites of all computer science departments in the U.S. that graduate 25 or more students per year in computing. Our pipeline is an automated link-scraping system that discovers publicly available university programs, extracts curriculum information, and when possible, captures individual course details. All of this data is continuously added to a dedicated database that powers the map.


Right now, our software works best with program websites that are easily discoverable via web navigation and have either a tabular curriculum structure or an accordion-style layout; meaning the full list of courses is presented in a table or in expandable sections where content appears when clicked.


However, our system currently cannot accurately handle websites that are formatted differently than this, which limits our ability to extract curriculum data from some programs.

My school has an AI major/concentration, but it is not on the map?

Unless it's in the official catalogue we do not list it. If it was recently added to the catalogue, it will appear next time the CIC refreshes the data (every quarter). If it is in the official catalogue, then please fill out a data correction form. (Please note that only AI programs offered by Computing Departments, Schools, or Colleges are shown.)

Why is my school not listed on the map?

There are many reasons your school may not be listed—the most likely is that our software cannot handle the format of your website. Please fill out a data correction form.

How do I report an error in the data?

If your university is missing from the map or you notice any errors in a school's data (such as incorrect program information, missing programs, incorrect categorization, or outdated details), please use our data correction form.

How can I report feedback or a bug with the website?

If you want to send feedback or encounter technical issues or bugs with the website (versus errors in the data for a school), please use our feedback/bug form.