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Reliable Machine Learning

Reliable Machine Learning

Applying SRE Principles to ML in Production

TitleReliable Machine Learning
SubtitleApplying SRE Principles to ML in Production
AuthorsCathy Chen, Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood
PublisherO'Reilly Media
Year2022
Pages408
LanguageEnglish
Rating4/5
ISBN-101098106229
ISBN-139781098106225
DescriptionWhether 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'...