Chip Huyen

Broschiertes Buch

Designing Machine Learning Systems

An Iterative Process for Production-Ready Applications

Beschreibung

In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements.

Autor

Chip Huyen (https: //huyenchip.com) is a co-founder of Claypot AI, a platform for real-time machine learning. Through her work at NVIDIA, Netflix, and Snorkel AI, she has helped some of the world's largest organizations develop and deploy machine learning systems. She teaches CS 329S: Machine Learning Systems Design at Stanford, whose lecture notes this book is based on. LinkedIn included her among Top Voices in Software Development (2019) and Top Voices in Data Science & AI (2020). She is also the author of four bestselling Vietnamese books, including the series Xach ba lo len va Di (Pack Your Bag and Go). She also runs a Discord server on MLOps with over 6,000 members (https: //discord.com/invite/Mw77HPrgjF).

Produktdetails

• Verlag: O'Reilly Media
• Seitenzahl: 360
• Erscheinungstermin: Juli 2022
• Englisch
• Abmessung: 229mm x 175mm x 21mm
• Gewicht: 670g
• ISBN-13: 9781098107963
• ISBN-10: 1098107969
• Artikelnr.: 63056636