# armankhondker/awesome-ai-ml-resources

Learn AI/ML for beginners with a roadmap and free resources.

Repository: https://github.com/armankhondker/awesome-ai-ml-resources
Canonical: https://ross.abutalabs.com/products/awesome-ai-ml-resources
License: MIT
License Family: permissive
Topics: roadmap, artifical-intelligense, machine-learning
Last push: 2026-05-09T02:19:13+00:00

## Health v2 (maintenance only)
Score: 58/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 81, release rhythm 40, longevity 40
- inputs: {"age_days": 571, "days_push": 117, "days_rel": 540, "gap_med": 27, "n_releases_24m": 2}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4577, forks 520 (observed 2026-08-28T04:08:53.683615+00:00)

## What it is
A curated awesome-list repository providing a roadmap and free learning resources for beginners in Machine Learning and Artificial Intelligence. It links to tutorials, courses, and articles covering core AI/ML concepts, math foundations, and career roles.

## Use cases
- find free resources to learn machine learning from scratch
- get a roadmap for starting a career in AI
- learn AI/ML fundamentals as a beginner
- find courses on deep learning and NLP
- understand what math is needed for machine learning
- explore AI/ML career paths like ML engineer or data scientist

## When to choose
- you are a beginner looking for a structured AI/ML learning path
- you want a curated collection of free tutorials and courses
- you need guidance on AI/ML career roles and prerequisites

## When to avoid
- you need hands-on code, libraries, or tools rather than links to resources
- you are an advanced practitioner seeking cutting-edge research material
- you need an interactive learning platform with exercises

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation, developer-tools
- domain: machine-learning, artificial-intelligence, tutorials, awesome-lists, education
- platform: -
- tags: roadmap, awesome-list, free-resources, beginners, ai-ml-learning, web-server

## Member repositories
- armankhondker/awesome-ai-ml-resources (main) score 58

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:53.683615+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 2026-08-29T18:19:55.066352+00:00, confidence not recorded.
  - readme: https://github.com/armankhondker/awesome-ai-ml-resources (fetched 2026-08-28T04:08:53.683615+00:00, sha 216738ec164d)
- Data as of 2026-08-30T08:39:29.467469+00:00.