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Distributed machine learning patterns

Inside Distributed Machine Learning Patterns you'll learn to apply established distributed systems patterns to machine learning projects--plus explore cutting-edge new patterns created specifically for machine learning. Firmly rooted in the real world, this book demonstrates how to apply patter...

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Bibliographic Details
Main Author: Tang, Yuan
Format: eBook
Language:English
Published: Shelter Island, NY Manning Publications 2024
Subjects:
Traitement Réparti
Machine Learning / Http://id.loc.gov/authorities/subjects/sh85079324
Kubernetes / Http://id.loc.gov/authorities/names/n2022035366
Electronic Data Processing / Distributed Processing / Http://id.loc.gov/authorities/subjects/sh85042293
Apprentissage Automatique
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Description
Summary:Inside Distributed Machine Learning Patterns you'll learn to apply established distributed systems patterns to machine learning projects--plus explore cutting-edge new patterns created specifically for machine learning. Firmly rooted in the real world, this book demonstrates how to apply patterns using examples based in TensorFlow, Kubernetes, Kubeflow, and Argo Workflows. Hands-on projects and clear, practical DevOps techniques let you easily launch, manage, and monitor cloud-native distributed machine learning pipelines
Item Description:Includes index
Physical Description:xix, 225 pages illustrations
ISBN:9781617299025
1617299022
9781638354192

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