loganthorneloe/ai-for-software-engineers resource
AI foundations for software engineers. observed · 2026-08-28
Health v2 · maintenance only
71/100
- Activity 99
- Release rhythm 35
- Longevity 70
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 980
- days_rel: n/a
- days_push: 7
- n_releases_24m: 0
Adoption not part of the score
1367 stars · 163 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated learning roadmap of books, videos, and resources for software engineers to build foundational AI, ML, and LLM knowledge. It is organized into sections covering general engineering judgment, ML foundations, LLMs, and AI engineering practices.
Use cases
- learn machine learning as a software engineer
- find a roadmap to understand AI fundamentals
- best resources to learn how LLMs work
- transition from software engineering to AI engineering
- curated list of AI learning books and videos
- understand transformer architecture from scratch
When to choose
- you are a programmer wanting a structured, opinionated path into AI and ML
- you prefer curated links to books and video series over scattered searching
- you want coverage from math foundations through LLMs and engineering practice
When to avoid
- you need hands-on code, exercises, or a runnable course rather than a resource list
- you are a complete beginner with no programming experience
- you need formal academic coursework or certification
Facets
learning-resource · maturity active
documentation developer-tools artificial-intelligence machine-learning deep-learning large-language-models tutorials awesome-lists curated-guide roadmap llm software-engineers reading-list web-server
2 sources
- readme: https://github.com/loganthorneloe/ai-for-software-engineers · fetched 2026-08-28 · 12bd42e88dae
- homepage: http://learn.aiforswes.com · fetched 2026-08-29 · 00d4e3b6bfcc
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| loganthorneloe/ai-for-software-engineers | main | 71 |
For agents
markdown · JSON · MCP: product_card(name="loganthorneloe/ai-for-software-engineers")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem