# aadi1011/AI-ML-Roadmap-from-scratch

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.

Repository: https://github.com/aadi1011/AI-ML-Roadmap-from-scratch
Canonical: https://ross.abutalabs.com/products/ai-ml-roadmap-from-scratch
Homepage: https://aadi1011.github.io/AI-ML-Roadmap-from-scratch/
License: MIT
License Family: permissive
Topics: ai, aiml, artificial-intelligence, data-science, deep-learning, learning, machine-learning, resources, roadmap, tutorial, machine-learning-from-scratch, hacktoberfest, hacktoberfest2025
Last push: 2026-08-12T18:43:48+00:00

## Health v2 (maintenance only)
Score: 68/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 97, release rhythm 35, longevity 59
- inputs: {"age_days": 829, "days_push": 21, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4166, forks 780 (observed 2026-08-28T04:08:37.904109+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: active
- function: documentation, developer-tools
- domain: artificial-intelligence, machine-learning, deep-learning, data-science, tutorials
- platform: -
- tags: roadmap, curated-resources, generative-ai, reinforcement-learning, agentic-ai, free-resources, hacktoberfest, natural-language-processing, web-server

## Member repositories
- aadi1011/AI-ML-Roadmap-from-scratch (main) score 68

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:37.904109+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:22:46.161725+00:00, confidence not recorded.
  - readme: https://github.com/aadi1011/AI-ML-Roadmap-from-scratch (fetched 2026-08-28T04:08:37.904109+00:00, sha 24ec51007291)
  - homepage: https://aadi1011.github.io/AI-ML-Roadmap-from-scratch/ (fetched 2026-08-29T09:13:49.102563+00:00, sha 82383f6550b7)
- Data as of 2026-08-30T08:39:29.467469+00:00.