# luspr/awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

Repository: https://github.com/luspr/awesome-ml-courses
Canonical: https://ross.abutalabs.com/products/awesome-ml-courses
License Family: other
Topics: machine-learning, deep-learning, reinforcement-learning, ai-courses, artificial-intelligence
Last push: 2024-12-12T15:16:49+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 2308, "days_push": 629, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3109, forks 319 (observed 2026-08-28T04:07:43.868459+00:00)

## What it is
A curated list of free machine learning and AI courses with high-quality video lectures from top universities and researchers like Stanford, Berkeley, and DeepMind. Each entry links to lecture videos plus course websites with notes, readings, and assignments.

## Use cases
- find free machine learning courses with video lectures
- learn deep learning from Stanford courses online
- get started with AI as a beginner
- find a reinforcement learning course taught by David Silver
- learn NLP and transformers from university lectures
- find alternatives to paid ML bootcamps

## When to choose
- you want free, high-quality video lectures from top AI researchers
- you prefer structured university-style courses over scattered tutorials
- you want links to lecture notes and assignments alongside videos

## When to avoid
- you need interactive hands-on exercises or mentorship
- you want a single coherent curriculum rather than a list of options
- you need certification or academic credit

## Facets
- artifact type: learning-resource
- maturity: active
- function: machine-learning, deep-learning, reinforcement-learning, nlp, computer-vision
- domain: machine-learning, artificial-intelligence, deep-learning, tutorials, education
- platform: -
- tags: awesome-list, video-lectures, free-courses, curated-list, ai-education, web-server

## Member repositories
- luspr/awesome-ml-courses (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:43.868459+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 2026-08-30T07:26:51.569954+00:00, confidence not recorded.
  - readme: https://github.com/luspr/awesome-ml-courses (fetched 2026-08-28T04:07:43.868459+00:00, sha 4dcc4f8f5e21)
- Data as of 2026-08-30T08:39:29.467469+00:00.