Machine Learning Platform Engineering

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Delivering a successful machine learning project is hard. This book makes it easier. In it, you'll design a reliable ML system from the ground up, incorporating MLOps and DevOps along with a stack of proven infrastructure tools including Kubeflow, MLFlow, BentoML, Evidently, and Feast. A properly designed machine learning system streamlines data workflows, improves collaboration between data and o...
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Delivering a successful machine learning project is hard. This book makes it easier. In it, you'll design a reliable ML system from the ground up, incorporating MLOps and DevOps along with a stack of proven infrastructure tools including Kubeflow, MLFlow, BentoML, Evidently, and Feast. A properly designed machine learning system streamlines data workflows, improves collaboration between data and o...
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  • Formats: epub
  • ISBN: 9781638357995
  • Publication Date: 17 Mar 2026
  • Publisher: Manning
  • Product language: English
  • Drm Setting: DRM