AI skills for learning and teaching

Modern LLM From Scratch

Kakarot2812 · Kit

A small decoder-only language model, about 19 million parameters, written and trained from scratch on TinyStories, with a demo page. For learners studying how…

Unit 2.1 smolagents Code Quiz

agents-course · Kit

A coding quiz app from the Hugging Face agents course that serves smolagents questions from a dataset. For learners checking what they know and teachers who wa…

vibe-knowledge

andyhuo520 · Skill

Turns one knowledge point into a short narrated film with a source behind every line, from topic to publish pack, inside Claude Code. For teachers, channel own…

Awesome

sindresorhus · Kit

The list of awesome lists from sindresorhus: one README that links to hand-kept pages on one topic each, from Node.js and iOS to testing and gaming. Setup note…

AI Engineering from Scratch

rohitg00 · Kit

Rohit Ghumare’s free, MIT-licensed course that builds AI from raw math up to agents and production, in twenty phases. Tutor skills for Claude Code, Codex and C…

AI For Beginners

microsoft · Kit

Microsoft’s free 12-week, 24-lesson AI curriculum, with quizzes, Jupyter notebooks and labs. It runs from the history of AI and expert systems through neural n…

System Design 101

ByteByteGoHq · Kit

ByteByteGo’s visual guides that explain how software systems work, kept as a table of contents on GitHub with each guide on its website. Setup notes cover read…

Build a Large Language Model (From Scratch)

rasbt · Kit

The official code for Sebastian Raschka’s book on building a GPT-like LLM in PyTorch, one chapter at a time. The notebooks cover text data, attention, pretrain…

The Algorithms Python

TheAlgorithms · Kit

TheAlgorithms’ open source collection of algorithms and data structures, each written in Python for learning. Setup notes cover reading it on GitHub or its doc…

freeCodeCamp

freeCodeCamp · Kit

The open source codebase and curriculum of freeCodeCamp.org, a community where you can learn to code for free, run by a donor-supported 501(c)(3) charity. The…

Coding Interview University

jwasham · Kit

jwasham’s multi-month study plan for becoming a software engineer, written as one long README of videos, lectures and things to implement. Setup notes cover a…

Hello Algo

krahets · Kit

krahets’s free, open source book on data structures and algorithms, with animated illustrations and code you can run with one click. It has English, Chinese, J…

Free Programming Books

EbookFoundation · Kit

A community list of free programming books, courses, cheat sheets, interactive tutorials, podcasts and playgrounds in many languages, administered by the Free…

Project Based Learning

practical-tutorials · Kit

A curated list of project-based tutorials from the practical-tutorials organization, sorted by programming language, from writing a shell in C to building a bl…

System Design Primer

donnemartin · Kit

Donne Martin’s organized collection for learning to design large-scale systems and preparing for the system design interview, with worked solutions and Anki de…

Generative AI for Beginners

microsoft · Kit

Microsoft Cloud Advocates’ free course on building generative AI apps, in 21 lessons. Learn lessons explain a concept, and Build lessons add Python and TypeScr…