Learning Resources

Real GitHub repos tagged as awesome-lists for learning resources, pulled live from the GitHub Search API and sorted by stars.

Snapshot: 2026-08-10 · 9 repos

ChristosChristofidis/awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

28,732 stars

pushed 2025-05-26

shekhargulati/52-technologies-in-2016

Let's learn a new technology every week. A new technology blog every Sunday in 2016.

JavaScript

7,314 stars

pushed 2022-10-18

eleev/ios-learning-materials

Curated list of articles, tutorials and repos that may help you dig a little bit deeper into iOS [and Apple Platforms].

Swift

3,062 stars

pushed 2024-05-23

aquadzn/learn-x-by-doing-y

Learn a technology X by doing a project - Search engine of project-based learning

Python

1,944 stars

pushed 2024-07-18

artix41/awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

1,777 stars

pushed 2023-08-25

metrofun/machine-learning-surveys

A curated list of Machine Learning Surveys, Tutorials and Books.

JavaScript

1,407 stars

pushed 2023-01-03

fpsvogel/learn-ruby

Learning resources for Ruby, Rails, and related skills.

Ruby

851 stars

pushed 2026-07-09

mathworks/awesome-matlab-students

An awesome list of helpful resources for students learning MATLAB & Simulink. List includes tips & tricks, tutorials, videos, cheat sheets, and opportunities to learn MATLAB & Simulink.

MATLAB

715 stars

pushed 2026-06-16

globalbao/awesome-azure-policy

A curated list of blogs, videos, tutorials, code, tools, scripts, and anything useful to help you learn Azure Policy - by @JesseLoudon

540 stars

pushed 2026-05-30

What this list looks like at a glance

These 9 repos carry 46,342 GitHub stars between them. ChristosChristofidis/awesome-deep-learning leads with 28,732, and the smallest here, globalbao/awesome-azure-policy, has 540. That spread is normal for awesome-lists: a topic usually has one or two lists everybody links to, then a tail of narrower ones that cover a corner the big list skips.

3 of the 9 were pushed to within the last year as of the 2026-08-10 snapshot. Star count tells you how many people bookmarked a list, not whether anyone still maintains it, so the push date is the more useful number when you are deciding which one to actually follow. Our guide on how to tell if a repo is still maintained covers what else to check.

New to the format? Read what a GitHub awesome list is. Wondering whether a repo above is still active? Seehow to tell if a GitHub repo is still maintained.