12 Weeks, 24 Lessons, AI for All!

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

Natural Language Processing Tutorial for Deep Learning Researchers

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正

量化研究-券商金工研报复现

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.