开源项目排行榜

21 Lessons, Get Started Building with Generative AI

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

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

18 Lessons to Get Started Building AI Agents

Examples and guides for using the OpenAI API

12 Weeks, 24 Lessons, AI for All!

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

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

AirLLM 2.8T LLM inference with single 4GB GPU

Google Research

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

10 Weeks, 20 Lessons, Data Science for All!

Python - 100天从新手到大师

This is a repo with links to everything you'd ever want to learn about data engineering

Anthropic's Interactive Prompt Engineering Tutorial

📚 从零开始构建大模型

A latent text-to-image diffusion model

《动手学大模型Dive into LLMs》系列编程实践教程

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Python Data Science Handbook: full text in Jupyter Notebooks

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

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

🔊 Text-Prompted Generative Audio Model

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image