Repository navigation
"AI and Data Scientist Roadmap" problem #10415
Description
Activity
Hey @zhan1417,
Thanks for raising this! I completely agree that the foundational nodes in this roadmap (especially Mathematics and Coding) needed richer, free learning resources and proper categorization.
I've opened PR #10416 to address the resource gaps:
- Added Khan Academy courses, 3Blue1Brown visual series, and MIT OCW / MML open-access textbooks for Mathematics (covering both Linear Algebra & Calculus).
- Fixed the link tag ordering in Coding, corrected the Harvard course tag, and added Jake VanderPlas's open-access Python Data Science Handbook.
Regarding splitting nodes into subtopics: in this repository, roadmap nodes and IDs are tied to the roadmap canvas editor and database, so content contributions update existing nodes. The maintainers can review the canvas structure directly if they decide to split the nodes.
Reacted by Yah1d0
Roadmap URL
https://roadmap.sh/ai-data-scientist
Suggestions
Suggestion: Replace course links with free alternatives where possible (official docs, Kaggle Learn, fast.ai, PyTorch tutorials), and split broad nodes into concrete topics. Happy to help with a PR if this direction makes sense, if im wrong sorry for interrupting.