TY  - BOOK
AU  - Huyen, Chip
TI  - Designing Machine Learning Systems: an iterative process for prodution - ready applications 
SN  - 978-1 098- 10796-3 (Pasta rústica)
U1  - 006.31 H987d 2022 
PY  - 2022///
CY  - Estados Unidos de América
PB  - O´reilly
KW  - APRENDIZAJE AUTOMÁTICO (INTELIGENCIA ARTIFICIAL)
KW  - INTELIGENCIA ARTIFICIAL
KW  - REDES NEURONALES (COMPUTADORES)
N1  - Incluye índice, epílogo y perfin académico del autor; 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
ER  -