Building Machine Learning Pipelines: Automating Model Life Cycles with TensorFlow by Hannes Hapke, Catherine Nelson
English | July 13th, 2020 | ISBN: 1492053198 | 366 pages | EPUB | 8.84 MB
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 legacy systems.