000 01223nam a2200217Ia 4500
008 240825s9999 xx 000 0 und d
020 _a9789355421760
_qpbk
041 _aeng
082 _a006.31
_bCHE
100 _aChen, Cathy
245 0 _aReliable machine learning
_c/Cathy Chen
_bapplying SRE principles to ML in production
250 _a1st ed.
260 _cc2022
_aUSA, Sebastopol, CA :
_bO'Reilly Media
300 _axxix, 376 p. :
_bill.
_c23 cm.
500 _aReprint, 2022
504 _aindex
520 _aWhether 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.
650 _a Apprentissage automatique; Machine learning; Reliability (Engineering)
700 _a Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood, Sam Charrington
942 _cENGLISH
999 _c540640
_d540640