Entra in un mondo di storie
5
Non-fiction
Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. 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.
Author Chip Huyen, cofounder of Claypot AI, considers each design decision—such as how to process and create training data, which features to use, how often to retrain models, and what to monitor—in the context of how it can help your system as a whole achieve its objectives. The iterative framework in this book uses actual case studies backed by ample references.
This book will help you tackle scenarios such as engineering data and choosing the right metrics to solve a business problem; automating the process for continually developing, evaluating, deploying, and updating models; developing a monitoring system to quickly detect and address issues your models might encounter in production; architecting an ML platform that serves across use cases; and developing responsible ML systems.
© 2025 Ascent Audio (AUDIO): 9781663753069
Data di uscita
Audiobook: 8 luglio 2025
Più di 400.000 titoli
Kids Mode (accesso sicuro per bambini)
Scarica e ascolta offline
Disdici quando vuoi
Le tue prime storie, al prezzo più basso.
1 account
10 ore/mese
Disdici quando vuoi
Ascolto illimitato. Dove vuoi, quando vuoi.
1 account
Ascolto illimitato
Disdici quando vuoi
12 mesi al prezzo di 9. Ascolto illimitato a un prezzo imbattibile.
1 account
Ascolto illimitato
Disdici quando vuoi
Risparmia con più account. Ognuno con le proprie storie.
2 account
Ascolto illimitato
Disdici quando vuoi
Italiano
Italia