aadi1011/AI-ML-Roadmap-from-scratch resource
Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository. observed · 2026-08-28
Health v2 · maintenance only
68/100
- Activity 97
- Release rhythm 35
- Longevity 59
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: 829
- days_rel: n/a
- days_push: 21
- n_releases_24m: 0
Adoption not part of the score
4166 stars · 780 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A curated, free learning roadmap repository that guides learners from zero to advanced topics across AI, Machine Learning, Deep Learning, Data Science, NLP, Generative AI, RAG, Reinforcement Learning, and Agentic AI. It organizes the best free courses, YouTube videos, blogs, and websites into difficulty-ranked modules with project ideas.
Use cases
- learn machine learning from scratch for free
- find a structured AI ML roadmap with resources
- study deep learning and neural networks step by step
- get started with generative AI and RAG
- learn natural language processing with free courses
- find reinforcement learning tutorials and projects
- plan a data science learning path from beginner to advanced
When to choose
- you want a free, curated, module-ordered path into AI/ML
- you prefer learning from YouTube videos, online courses, and blogs
- you want recommended projects and newsletters to supplement study
When to avoid
- you need interactive exercises, certifications, or mentorship
- you want a formal structured course with assessments
- you need up-to-date official documentation rather than curated links
Facets
learning-resource · maturity active
documentation developer-tools artificial-intelligence machine-learning deep-learning data-science tutorials roadmap curated-resources generative-ai reinforcement-learning agentic-ai free-resources hacktoberfest natural-language-processing web-server
2 sources
- readme: https://github.com/aadi1011/AI-ML-Roadmap-from-scratch · fetched 2026-08-28 · 24ec51007291
- homepage: https://aadi1011.github.io/AI-ML-Roadmap-from-scratch/ · fetched 2026-08-29 · 82383f6550b7
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| aadi1011/AI-ML-Roadmap-from-scratch | main | 68 |
For agents
markdown · JSON · MCP: product_card(name="aadi1011/AI-ML-Roadmap-from-scratch")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem