# nushackers/notes-to-cs-freshmen-from-the-future

Notes to (NUS) Computer Science Freshmen, From The Future (Original by @ejamesc)

Repository: https://github.com/nushackers/notes-to-cs-freshmen-from-the-future
Canonical: https://ross.abutalabs.com/products/notes-to-cs-freshmen-from-the-future
Homepage: https://docs.google.com/document/d/1FbCWcnnajHWk594dKmN35b_we50WZf_-cwxqg-cYaRY/edit?usp=sharing
License Family: other
Topics: computer-science, college, university, freshmen, computer-science-education, advice, freshman
Last push: 2023-11-03T15:31:39+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3464, "days_push": 1034, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1434, forks 155 (observed 2026-08-28T04:04:43.376459+00:00)

## What it is
A community-maintained collection of advice, curated links, book lists, and course recommendations for NUS Computer Science freshmen, originally written by seniors in 2012. It is a Markdown document on GitHub, not software.

## Use cases
- advice for starting a computer science degree
- what should CS freshmen learn first
- recommended books and lectures for CS students
- introduction to CS specializations like grad school or game programming
- NUS School of Computing course recommendations
- learning resources for new programmers

## When to choose
- you are an NUS computing freshman seeking senior advice
- you want a curated reading list of classic CS essays, books, and lectures
- you want informal guidance on CS specializations and university life

## When to avoid
- you need structured courseware or interactive tutorials
- you need up-to-date NUS curriculum details, as much content dates from 2012
- you are looking for software or a tool rather than a document

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: documentation
- domain: education, tutorials
- platform: -
- tags: advice, freshmen, nus, curated-links, community-maintained, computer-science, web

## Member repositories
- nushackers/notes-to-cs-freshmen-from-the-future (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:43.376459+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:36:55.500998+00:00, confidence not recorded.
  - readme: https://github.com/nushackers/notes-to-cs-freshmen-from-the-future (fetched 2026-08-28T04:04:43.376459+00:00, sha 77c7b676414c)
  - homepage: https://docs.google.com/document/d/1FbCWcnnajHWk594dKmN35b_we50WZf_-cwxqg-cYaRY/edit?usp=sharing (fetched 2026-08-29T11:48:20.051395+00:00, sha a995d85544b7)
- Data as of 2026-08-30T08:39:29.467469+00:00.