Building Machine Learning Pipelines: Automating Model Life Cycles with TensorFlow: Hapke, Hannes, Nelson, Catherine: 9781492053194: Amazon.com: Books

It's moved from an academic discipline to one of the most exciting technologies around. From understanding video feeds in self-driving cars to personalizing medications, it's becoming important in every industry. While the model architectures and concepts have received a lot of attention, machine learning has yet to go through the standardization of processes that the software industry experienced in the last two decades. In this book, we'd like to show you how to build a standardized machine learning system that is automated and results in models that are reproducible. Who Is This Book For?