rashakil-ds/Roadmap-Docs resource
Best Data Science, Data Analytics, AI, and SDE roadmaps. This repository is continually updated based on the top job postings on LinkedIn and Indeed in the data science and AI domain. observed · 2026-08-28
Health v2 · maintenance only
62/100
- Activity 83
- Release rhythm 35
- Longevity 60
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 846
- days_rel: n/a
- days_push: 106
- n_releases_24m: 0
Adoption not part of the score
1128 stars · 525 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated collection of career roadmaps for Data Science, Data Analytics, and AI roles, updated based on top LinkedIn and Indeed job postings. It provides skill lists, timelines, learning materials, and project suggestions for roles like Data Scientist, AI Engineer, and ML Engineer.
Use cases
- find a roadmap to become a data scientist
- what skills do I need to become an AI engineer
- learning path for machine learning engineer jobs
- how to transition into a data analyst career
- study plan for NLP engineer role
- roadmap for generative AI engineer
- career guide for computer vision engineer
- what to learn to get a data engineering job
When to choose
- you want a structured, job-market-aligned learning path for a data or AI role
- you are a student or career switcher planning which skills to learn and in what order
- you want free curated roadmaps with suggested projects and resources
When to avoid
- you need interactive courses or hands-on exercises rather than text roadmaps
- you want guaranteed up-to-date content, since it is a manually maintained repository
- you need formal certification or accredited curriculum
Facets
learning-resource · maturity active
documentation developer-tools data-science artificial-intelligence machine-learning tutorials education cross-platform career-roadmaps data-analytics data-engineering ai-engineer machine-learning-engineer nlp-engineer computer-vision generative-ai job-market study-guide
2 sources
- readme: https://github.com/rashakil-ds/Roadmap-Docs · fetched 2026-08-28 · 00226291b378
- homepage: https://www.youtube.com/@StudyMart · fetched 2026-08-29 · 44136fa355b3
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| rashakil-ds/Roadmap-Docs | main | 62 |
For agents
markdown · JSON · MCP: product_card(name="rashakil-ds/Roadmap-Docs")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem