Building Machine Learning Pipelines: Automating Model Life Cycles with Tensorflow

by Hannes Hapke and Catherine Nelson

Book Overview

Companies are spending billions on machine learning projects, but it's money wasted if the models can't be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You'll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus on developing new models rather than maintaining...

• Format: Paperback
• Language: English
• ISBN: 1492053198
• ISBN13: 9781492053194
• Release Date: August 2020
• Publisher: O'Reilly Media
• Length: 364 Pages
• Weight: 1.30 lbs.
• Dimensions: 0.8" x 7.0" x 9.2"