Preface

Applied machine learning (ML) and high-performance computing (HPC) have been integral to tackling the world’s most complex problems, including genomics, autonomous vehicles, computational fluid dynamics, and numerical optimization. Due to the high computing power required for these applications, HPC was once only used by large organizations that could afford it. Now, it is available for use by everyone, from individual research groups to start-ups and big enterprises, using Amazon Web Services (AWS) cloud technology.

This book provides a complete step-by-step explanation of the essential concepts with practical examples. You will begin by exploring virtually unlimited infrastructure and fast networking for scalable HPC on AWS, including ...

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