Automated Machine Learning in Action

“Automating automation itself is a new concept and this book does justice to it in terms of explaining the concepts, sharing real world advancements, use cases and research related to the topic. “ Satej KumarSahu

“A book with a lot of promise, covering a topic that’s like to become hot in the next year or so. Read this now, and get ahead of the curve!” RichardVaughan

“A nice introduction to AutoML, its ambitions, and challenges bothin theory and in practice.” Alain Couniot

“Helps you to clearly understand the process of Machine Learning automation. The examples are clear, concise, and applicable to the real world.”Walter Alexander Mata López

“The author’s friendly style makes novices feel ready to try outAutoML tools.” Gaurav Kumar Leekha

“A great book to take your machine learning skills to the next level.” Harsh Raval

“An impressive effort by the authors to break down a complex MLtopic into understandable chunks.” Venkatesh Rajagopal

Automated Machine Learning in Action teaches you to automate your machine learning pipelines with AutoKeras and Keras Tuner.Written by the creators of the AutoKeras system, it’s full of AutoML techniques and advanced toolkits for optimizing how your machine learning models function.

AutoML concepts and techniques are introduced through real-world examples and practical code snippets―no complex math or formulas. You’ll quickly run through machine learning basics that open upon AutoML to non-data scientists, before putting AutoML into practice for image classification, supervised learning, and more. You’ll learn to automate selecting the best machine learning models or data preparation methods for your own machine learning tasks, so your pipelines tune themselves without needing constant input.