Kubeflow for Machine Learning PDF Download

Kubeflow for Machine Learning PDF Download
Kubeflow for Machine Learning PDF Download
eBook: Kubeflow for Machine Learning Book PDF : From Lab to Production PDF by Ilan Filonenko, Holden Karau, Boris Lublinsky, Richard Liu, Trevor Grant

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If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. 

This guide helps data scientists build production-grade machine learning implementations with Kubeflow and shows data engineers how to make models scalable and reliable. Using examples throughout the book, authors Holden Karau, Trevor Grant, Ilan Filonenko, Richard Liu, and Boris Lublinsky explain how to use Kubeflow to train and serve your machine learning models on top of Kubernetes in the cloud or in a development environment on-premises.

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July 25, 2021
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