Beyond Grade 12 — where this can lead

The full "After Grade 12" part of the book now lives in book/beyond/:

1. How to study — retrieval practice, spacing, interleaving, projects, habits.
2. The roadmap — maths, statistics, programming, data engineering, ML; directions to specialise; a 12-month self-study plan.
3. Books — free and paid books by level and purpose, with a reading order.
4. Courses and practice — free courses, video channels, practice platforms, learning on a slow connection.
5. Portfolio and community — portfolio projects with Nepali data, publishing, communities in Nepal, open source.
6. Pathways and careers — data work by sector, study pathways in Nepal and abroad, the personal roadmap activity, ethics you carry with you.

A taste, not a full course. Verify every programme, entry rule, fee and scholarship on the official site before deciding — offerings change.