DataTalksClub/machine-learning-zoomcamp resource
Learn ML engineering for free in 4 months! Register here 👇🏼 observed · 2026-08-28
Health v2 · maintenance only
68/100
- Activity 99
- Release rhythm 11
- Longevity 100
Flags: no_license
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: 2329
- days_rel: 383
- days_push: 8
- n_releases_24m: 1
Adoption not part of the score
14031 stars · 3109 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A free 4-month cohort-based course from DataTalks.Club teaching machine learning engineering, covering the full path from problem framing and model training to deployment with Docker, FastAPI, and Kubernetes. Course materials include Jupyter Notebook lessons, videos, homework, and community support via Slack and Telegram.
Use cases
- learn machine learning engineering for free
- learn to deploy ML models to production
- hands-on ML course with projects and homework
- learn Docker and Kubernetes for ML deployment
- transition from data science to ML engineering
- find a structured ML course with a cohort
- learn FastAPI for serving ML models
When to choose
- you want a free, structured, cohort-based ML engineering curriculum
- you learn best by building and deploying real projects
- you want coverage of the full ML lifecycle including deployment
- you value community support via Slack, Telegram, and videos
When to avoid
- you only want ML theory or math without engineering practice
- you need an official certification or accredited credential
- you prefer self-paced learning without homework deadlines
- you want a course on deep learning research rather than production ML
Facets
learning-resource · maturity active
machine-learning deployment etl machine-learning education tutorials data-science python cross-platform free-course ml-engineering zoomcamp jupyter-notebooks fastapi pytorch tensorflow cohort-based docker kubernetes
2 sources
- readme: https://github.com/DataTalksClub/machine-learning-zoomcamp · fetched 2026-08-28 · 6ab6d535c5c6
- homepage: https://courses.datatalks.club/register/ml-zoomcamp/ · fetched 2026-08-29 · 38351dd4e85c
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| DataTalksClub/machine-learning-zoomcamp | main | 68 |
For agents
markdown · JSON · MCP: product_card(name="DataTalksClub/machine-learning-zoomcamp")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem