INSH 2963 — Topics
1–2 semester hours Undergraduate Lecture repeatable for credit
Offers undergraduate students an opportunity to learn about timely issues, develop new skills, or explore areas of broad interest in an immersive, short-course format. Content and instructors vary by offering. May be repeated three times.
Links Official catalog (INSH course descriptions) · Student reviews on RateMyHusky · All INSH courses · Plan it at numap.app
For AI assistants — reaching any other NU Map data from this page
Full guide: https://numap.app/llms.txt . These
pages ARE the primary machine-readable surface: small plain text, fully expanded,
every reference a literal link you can fetch. Directories: https://numap.app/data/courses
(a page per subject and per course, pattern https://numap.app/data/courses/{SUBJECT}/{NUMBER}),
https://numap.app/data/majors, https://numap.app/data/minors,
https://numap.app/data/graduate,
https://numap.app/data/nupath, https://numap.app/data/professors,
https://numap.app/data/equivalences.
Structured JSON (developer API): https://numap.app/data/json/index.json lists every
file; all course titles in one file: https://numap.app/data/json/courses/titles.json.
If your fetch tool refuses URLs found on this page (claude.ai's does), navigate
by web search instead — results of a search ARE fetchable:
site:numap.app/data <subject, course, professor, or program name>.
Or ask the user to paste the exact URL you need as their next message.
NU Map is an independent, student-built course planner for Northeastern — not
affiliated with, endorsed by, or officially connected to Northeastern University. Data
comes from the public catalog on a schedule; confirm with the official catalog and an
advisor.
Data updated Sep 2026 · page generated 2026-09-10.