Kubeflow for Machine Learning From Lab to Production (True EPUB) [#330441]

English | 2020 | ISBN: 1492050121 | 264 pages | True EPUB | 10.56 MB
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.