Ross ROSS = Recommend OSS · open-source software intelligence for agents

AMAI-GmbH/AI-Expert-Roadmap resource

Roadmap to becoming an Artificial Intelligence Expert in 2022 observed · 2026-08-28

github.com/AMAI-GmbH/AI-Expert-Roadmap · homepage · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

51/100

  • Activity 41
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2139
  • days_rel: n/a
  • days_push: 355
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

31218 stars · 2584 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A set of visual roadmap charts guiding learners through the paths to become a data scientist, machine learning, deep learning, or AI expert, with an interactive version linking to resources for each topic. It is a curated, opinionated study guide rather than software.

Use cases

  • plan a path to become an AI expert
  • find what to learn next in machine learning
  • study plan for becoming a data scientist
  • roadmap for learning deep learning
  • guide for transitioning into a data engineering career
  • overview of the AI and big data engineering skill landscape

When to choose

  • you want a curated, opinionated overview of skills needed for AI careers
  • you are a beginner unsure what to learn next in AI/ML
  • you want an interactive checklist with links to learning resources

When to avoid

  • you need hands-on tutorials or code rather than a high-level map
  • you want an exhaustive catalog of every AI tool and technique
  • you need up-to-date 2024+ content, as the roadmap targets 2022

Facets

learning-resource · maturity maintenance

documentation artificial-intelligence machine-learning deep-learning data-science tutorials roadmap study-plan career-guide curated-resources charts web

3 sources

Member repositories

RepositoryRoleHealth v2
AMAI-GmbH/AI-Expert-Roadmapmain51

For agents

markdown · JSON · MCP: product_card(name="AMAI-GmbH/AI-Expert-Roadmap")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem