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Designing Machine Learning Systems : an iterative process for prodution - ready applications / Chip huyen.

By: Material type: TextTextPublication details: Estados Unidos de América : O´reilly, 2022Edition: 1Description: 367 páginas : il. ; 24cmISBN:
  • 978-1 098- 10796-3 (Pasta rústica)
Subject(s): DDC classification:
  • 006.31 H987d 2022
Contents:
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
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Item type Current library Collection Call number Status Date due Barcode
Libro Libro Unicomfacauca Acervo general de Libros Available T06621

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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

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