O'Reilly Data Science on AWS - ML Pipeline Implementation Guide

Master the art of building and deploying data science projects using the Amazon Web Services ecosystem. This practical guide by O'Reilly helps AI and machine learning practitioners bridge the gap between data engineering and application development. By utilizing the Amazon AI and machine learning stack, you can unify your workflows to create more efficient, scalable solutions. Authors Chris Fregly and Antje Barth provide a roadmap for constructing and running continuous pipelines in the cloud. You will learn how to integrate machine learning results into live applications in minutes rather than days. The book focuses on real-world applications, teaching you how to optimize your cloud environment to reduce costs and improve overall system performance. Whether you are looking to level up your technical skills or streamline your deployment process, this book offers the hands-on knowledge needed to succeed with modern AI and ML technologies on AWS.