Repository Index

Learn how to develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• natural-language-processing

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

• data-engineering
• kafka
• spark
• dbt

Anthropic's Interactive Prompt Engineering Tutorial

deep learning for image processing including classification and object-detection etc.

• pytorch
• tensorflow2
• classification
• object-detection

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

Source code for Hacker101.com - a free online web and mobile security class.

• education
• hacking
• security
• hackerone

TranslatedA project to localize the MIT open video course "Structure and Interpretation of Computer Programs" into Chinese, and a collection of course study materials.

• sicp
• scheme
• functional-programming
• compiler-principles

Practical Python Programming (course by @dabeaz)

• python
• pythontutorial
• tutorial

Get started using GitHub in less than an hour.

• git
• branches
• commits
• pull-requests

A course in reinforcement learning in the wild

• reinforcement-learning
• course-materials
• deep-learning
• deep-reinforcement-learning

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.

TranslatedFree interactive 3D science lessons for high school · 铜匠实验室 (Tongjiang Lab, "Coppersmith Laboratory") · https://lab.tongjiang.app

• 3d
• biology
• chemistry
• education

Introduction to Statistics using Python

Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022

• coursework
• fraud-detection
• introduction-to-machine-learning
• machine-learning

open source software construction course

the best machine learning tutorials on the web

PL-900 Introduction to Microsoft Power Platform

EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.

• aws
• eventstorming
• ddd
• serverless

JavaScript ES(6|2015) generators workshopper. Learn in practice. :metal:

• workshop
• nodeschool
• generators
• tutorial

Introduction to Deep Learning

(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

Learning the functional paradigm with js

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