Jack47/hack-SysML

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

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

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

AI Full Stack: Data, Algorithms, Models, Hardware, Architecture

A comprehensive, step-by-step guide to learning Machine Learning from absolute basics to advanced topics

My learning notes for ML SYS.

A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems.

This is the notes of the way of machine learning study. You may find something useful in it.