Huyen, Chip

Designing Machine Learning Systems : an iterative process for prodution - ready applications / Chip huyen. - 1 - Estados Unidos de América : O´reilly, 2022 - 367 páginas : il. ; 24cm

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1 -- Overview of machine learning systems 2 -- introdution to machine learning systems design -- 3 -- Data engineering fundamentals 4 -- Trainig data -- Feature enginering -- 6 -- Model development and offline evaluation -- 7 -- Model deployment and prediction service -- 8 -- Data distribution shifts and monitoring -- 9 -- Continual learning and test in production -- 10 -- infrastructure and tooling for MLOps -- 11 -- The human side of machine learning

978-1 098- 10796-3 (Pasta rústica)


APRENDIZAJE AUTOMÁTICO (INTELIGENCIA ARTIFICIAL)
INTELIGENCIA ARTIFICIAL
REDES NEURONALES (COMPUTADORES)

006.31 H987d 2022