← all repositories

chiphuyen/dmls-book

This repository contains summaries and resources for the O'Reilly book 'Designing Machine Learning Systems' by Chip Huyen.

4.9k stars Learning
dmls-book
Velocity · 7d
+3.3
★ / day
Trend
steady
star history

This repository provides chapter summaries and supporting resources for the book covering holistic approaches to designing ML systems that are reliable, scalable, maintainable, and adaptive. Topics include ML system architecture, data handling, model training, evaluation, deployment, and monitoring in production environments.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.