Kubeflow for Machine Learning: From Lab to Production by Trevor Grant, Holden Karau, Boris Lublinsky
English | November 3, 2020 | ISBN: 1492050121 | 264 pages | MOBI | 5.70 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.