01735nam a22002777a 4500 20260715172030.0 260715s2022 |||||||| |||| 00| 0 eng d 9781098106225 PK-LaUMT 006.31 REL- Reliable machine learning : applying SRE principles to ML in production / Cathy Chen . . . [et al.] Beijing : O'Reilly, 2022 xxix, 376 p. Index present Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish 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. By applying an SRE mindset to machine learning, authors and engineering professionals Cathy Chen, Kranti Parisa, Niall Richard Murphy, D. Sculley, Todd Underwood, and featured guest authors show you how to run an efficient and reliable ML system. Whether you want to increase revenue, optimize decision making, solve problems, or understand and influence customer behavior, you'll learn how to perform day-to-day ML tasks while keeping the bigger picture in mind Eng Machine learning Machine learning-Industrial applications 13564 Chen, Cathy 13693 Murphy, Niall Richard 13694 Parisa, Kranti 13695 Sculley, D. 13696 Underwood, Todd 13697 Charrington, Sam 13698 BK 141444 141444 0 0 0 0 01 01 2026-07-15 0 006.31 REL- 153360 2026-07-15 17:20:40 2026-07-15 BK