chris-chris/ml-engineer-roadmap resource
WIP: Roadmap to becoming a machine learning engineer in 2020 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
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
- readme: https://github.com/chris-chris/ml-engineer-roadmap · fetched 2026-08-28 · 8f42cb8e347f
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| chris-chris/ml-engineer-roadmap | main | 32 |
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