AI & Machine Learning
Designing Machine Learning Systems
by Chip Huyen
4.7 out of 5(1,043 reviews)
About this book
This book takes a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments. It covers data engineering, feature engineering, model deployment, monitoring, and the organizational structures that make ML work in the real world.
MLOpsProductionSystems
Key details
- Category
- AI & Machine Learning
- Level
- Intermediate
- Published
- 2022
- Pages
- 386
- Publisher
- O'Reilly Media
- ISBN
- 9781098107963
Related books
The bible of modern data systems design. Essential reading for every senior software engineer.
$49.99View on Amazon
Seventy-eight indispensable best practices for writing better, more robust Java.
$54.99View on Amazon
A beautifully clear explanation of how computers really work, from relays to microprocessors.
$39.99View on Amazon