Repository Index

21 Lessons, Get Started Building with Generative AI

• ai
• chatgpt
• dall-e
• generativeai

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

• ml
• data-science
• machine-learning
• machine-learning-algorithms

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

• deep-learning
• prompt-engineering
• openai
• chatgpt

18 Lessons to Get Started Building AI Agents

• agentic-ai
• agentic-framework
• agentic-rag
• ai-agents

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

• 30-days-of-python
• python
• flask
• github

Learn AI Engineering! Learn it. Build it. Ship it for others.

• agents
• ai
• ai-agents
• ai-engineering

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

• data-engineering
• kafka
• spark
• dbt

TranslatedGuidance for courses in Department of Computer Science and Technology, Tsinghua University

• course
• course-project
• course-assignment
• tsinghua-university

This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.

• rust
• course
• classroom
• guide

💻 Vibe Coding 101｜Your First Course For AI Product Builders.

• ai
• course
• vibe-coding
• coding

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

• csharp
• java
• javascript
• mcp

Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries

Learn to Code While Building Apps - The Complete Flutter Development Bootcamp

Learn You The Node.js For Much Win! An intro to Node.js via a set of self-guided workshops.

• workshopper
• nodeschool
• nodejs
• learn-to-code

Claude Code guide in three levels, Beginner to Advanced: hands-on lessons with checked exercises, every volatile fact cited to its source. Independent community guide.

• agent-skills
• agentic-coding
• ai-agents
• anthropic

A functional javascript workshop. No libraries required (i.e. no underscore), just ES5.

Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.

• infra
• llm
• sglang
• cuda

Learn cloud security by building it! An open-source homelab teaching Zero Trust, DevSecOps, IaC, and cloud architecture from the ground up.

• aws
• azure
• cloud-computing
• cloud-security

An intro to the Web Audio API by a series of self-guided workshops.

Level Me Up Scotty! An intro to Node.js databases via a set of self-guided workshops.

wip - we are building this out now in prep for the real course

(THIS IS THE PUBLIC VERSION) Muse-by-Meta usage audit companion designed for those who want to understand Muse’s actions during a multi-step task without pretending to have telemetry they can’t actually access.Check out Muse, your personal AI agent. Code: 5F2V31 https://muse.ai/join

• meta
• metaai
• metaai-api
• metaai-download

Learn to use https://github.com/caolan/async in this self guided workshop

• async
• workshop
• rvagg
• javascript

Cyber Defence Monitoring Course Suite :: Suricata, Arkime (and others in the past)

• moloch
• suricata
• monitoring
• nsm