Reliable Machine Learning: Applying SRE Principles to ML in Production
Cathy Chen, Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood
Whether you're part of a small startup or a planet-spanning megacorp, this practical book shows data scientists, SREs, and business owners how to run ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model development team in a product organization.
Рік:
2021
Видавництво:
O'Reilly Media, Inc.
Мова:
english
Сторінки:
350
ISBN 10:
1098106210
ISBN 13:
9781098106218
Файл:
EPUB, 4.36 MB
IPFS:
,
english, 2021