Kubeflow for Machine Learning: From Lab to Production

by Boris Lublinsky, Holden Karau, Trevor Grant

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...

• Format: Paperback
• Language: English
• ISBN: 1492050121
• ISBN13: 9781492050124
• Release Date: November 2020
• Publisher: O'Reilly Media
• Length: 261 Pages
• Weight: 1.00 lbs.
• Dimensions: 0.6" x 7.0" x 9.2"