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Автор: Holden Karau, Trevor Grant, Ilan Filonenko
Издательство: O’Reilly Media
Год: 2020-10-12
Формат: true pdf, epub
Страниц: 264
Размер: 12.7 Mb, 10 Mb
Язык: English
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.