Repository Index

freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.

• learn-to-code
• nonprofits
• programming
• nodejs

24 Lessons, 12 Weeks, Get Started as a Web Developer

• javascript
• curriculum
• html
• css

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

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

18 Lessons to Get Started Building AI Agents

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

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

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

Learn how to design systems at scale and prepare for system design interviews

• architecture
• distributed-systems
• system-design
• system-design-interview

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

FCC China open source codebase and curriculum. Learn to code and help nonprofits.

• freecodecamp
• cn-freecodecamp
• nodejs
• education

Course Files for Complete Python 3 Bootcamp Course on Udemy

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

• pytorch
• tensorflow2
• classification
• object-detection

This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.

• java
• interview-preparation
• data-structures
• algorithms

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

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

• machine-learning
• mlops
• model-deployment
• model-monitoring

Learn ML engineering for free in 4 months! Register here 👇🏼

• course
• deployment
• docker
• fastapi

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

• education
• hacking
• security
• hackerone

AI education materials for Chinese students, teachers and IT professionals.

TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular fields

• machine-learning
• deep-learning
• data-analysis
• data-mining

open source training courses about distributed database and distributed systems

• distributed-systems
• rust
• golang
• talent-plan

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

• numpy
• python
• linear-algebra
• data-science

Practical Python Programming (course by @dabeaz)

• python
• pythontutorial
• tutorial

Material de apoio gamificado com resumos, tarefas e links úteis para estudo sobre Versionamento de Código com Git e GitHub.

• git
• github
• version-control-system
• git-commands

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

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning