Repository Index

🎓 Path to a free self-taught education in Computer Science!

• computer-science
• awesome-list
• courses
• curriculum

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

• course
• llm
• machine-learning
• roadmap

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

TranslatedPersonal notes on Professor Andrew Ng's machine learning course

• coursera
• machine-learning

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

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

This repository contains the Hugging Face Agents Course.

• agentic-ai
• agents
• course
• huggingface

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

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

• artificial-intelligence
• cloud-ml
• computer-systems
• courseware

Course Files for Complete Python 3 Bootcamp Course on Udemy

A brief computer graphics / rendering course

• opengl
• c-plus-plus
• picture
• graphics

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

• ai
• course
• vibe-coding
• coding

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

• pytorch
• machine-learning
• deep-learning

Starter files, final projects, and FAQ for my Complete JavaScript course

• udemy
• starter-files
• javascript-course

Modern C++ Programming Course (C++03/11/14/17/20/23/26)

• cpp
• cpp11
• cpp17
• cpp14

Oxford Deep NLP 2017 course

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

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

Learn Blockchain, Solidity, and Full Stack Web3 Development with Javascript

• blockchain
• chainlink
• ethereum
• javascript

Translated50 Lessons on Python Language Basics

Source Code for Sigma Web Development Course

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

Ultimate Solidity, Blockchain, and Smart Contract - Beginner to Expert Full Course | Python Edition

• ethereum
• blockchain
• solidity
• smart-contracts

open source training courses about distributed database and distributed systems

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