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chris-chris/ml-engineer-roadmap resource

WIP: Roadmap to becoming a machine learning engineer in 2020 observed · 2026-08-28

github.com/chris-chris/ml-engineer-roadmap observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases no_license

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: 2323
  • days_rel: n/a
  • days_push: 1812
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2206 stars · 252 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A visual roadmap of charts outlining the skills and technologies needed to become a machine learning engineer, inspired by the web developer roadmap. It is a documentation-style guide rather than runnable software, with editable Balsamiq project files for contributions.

Use cases

  • plan a path to become a machine learning engineer
  • figure out what to learn next in ML
  • get an overview of the ML engineering landscape
  • guide college students studying machine learning
  • compare tools and technologies for ML careers

When to choose

  • you want a high-level visual curriculum for ML engineering
  • you are a beginner deciding what to study first
  • you mentor others and need a shareable learning path

When to avoid

  • you need hands-on tutorials or code examples
  • you want up-to-date 2024+ tooling recommendations
  • you need an interactive or structured course

Facets

learning-resource · maturity maintenance

documentation machine-learning tutorials education cross-platform roadmap career-guide machine-learning-engineer learning-path charts

1 source

Member repositories

RepositoryRoleHealth v2
chris-chris/ml-engineer-roadmapmain32

For agents

markdown · JSON · MCP: product_card(name="chris-chris/ml-engineer-roadmap")

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