TY - BOOK AU - Chen, Cathy AU - Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood, Sam Charrington TI - Reliable machine learning : applying SRE principles to ML in production SN - 9789355421760 U1 - 006.31 PY - 2022/// CY - USA, Sebastopol, CA PB - O'Reilly Media KW - Apprentissage automatique; Machine learning; Reliability (Engineering) N1 - Reprint, 2022; index N2 - 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 ER -