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A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

反中共政治宣传库。Anti Chinese government propaganda. 住在中国真名用户的网友请别给星星，不然你要被警察请喝茶。常见问答集，新闻集和饭店和音乐建议。卐习万岁卐。冠状病毒审查郝海东新疆改造中心六四事件法轮功 996.ICU709大抓捕巴拿马文件邓家贵低端人口西藏骚乱。Friends who live in China and have real name on account, please don't star this repo, or else the police might pay you a visit. Home to the mega-F... Read more

System design patterns for machine learning

这里是GitHub的草场，也是戈戈圈爱好者的交流地，主要讨论动漫、游戏、科技、人文、生活等所有话题，欢迎各位小伙伴们在此讨论趣事。This is GitHub grassland, and the community place for Gege circle lovers, mainly discusses anime, games, technology, lifing and other topics. You are welcome to share interest things here. 　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　... Read more

A database of 650 Machine Learning (ML) system design case studies from 100+ companies.

Data Structure Algorithms, (GenAI/ML) System Design, Machine Learning, DevOps coding interview practices

Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research

📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)