NabidAlam/road-to-machine-learning resource
A comprehensive, step-by-step guide to learning Machine Learning from absolute basics to advanced topics observed · 2026-08-28
Health v2 · maintenance only
60/100
- Activity 98
- Release rhythm 35
- Longevity 17
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: 249
- days_rel: n/a
- days_push: 15
- n_releases_24m: 0
Adoption not part of the score
1239 stars · 402 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
An open-source, structured learning roadmap for machine learning, spanning 26 modules from absolute basics to advanced topics including deployment and MLOps. It includes 23 hands-on projects and career path guides for roles like data analyst and ML engineer.
Use cases
- learn machine learning from scratch
- find a structured ML study roadmap
- build a machine learning project portfolio
- prepare for an ML engineer career switch
- learn MLOps and model deployment
- find beginner-friendly ML tutorials with projects
When to choose
- you want a free, step-by-step curriculum from zero to advanced ML
- you need hands-on project ideas to build a portfolio
- you are a student or career switcher seeking a guided learning path
When to avoid
- you need production ML tooling or code libraries rather than learning material
- you want a formal course with certification or mentorship
- you already need only advanced, specialized research-level ML resources
Facets
learning-resource · maturity active
machine-learning data-science developer-tools machine-learning tutorials data-science education python cross-platform roadmap curriculum mlops career-guide study-guide beginner-friendly
1 source
- readme: https://github.com/NabidAlam/road-to-machine-learning · fetched 2026-08-28 · b9ab2dcee014
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| NabidAlam/road-to-machine-learning | main | 60 |
For agents
markdown · JSON · MCP: product_card(name="NabidAlam/road-to-machine-learning")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem