Verlag: Packt Publishing (edition ), 2019
ISBN 10: 1789349796 ISBN 13: 9781789349795
Sprache: Englisch
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In den WarenkorbZustand: New. This book will help you master your skills in various artificial intelligence and machine learning services available on AWS. Through practical hands-on examples, you ll learn how to use these services to generate impressive results. You will have a tremend.
Verlag: Packt Publishing 5/17/2019, 2019
ISBN 10: 1789349796 ISBN 13: 9781789349795
Sprache: Englisch
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In den WarenkorbTaschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow. Key Features Build machine learning apps on Amazon Web Services (AWS) using SageMaker, Apache Spark, and TensorFlow Learn model optimization and understand how to scale your models using simple and secure APIs Develop, train, tune, and deploy neural network models to accelerate model performance in the cloud Book Description AWS is constantly driving new innovations that empower data scientists to explore a variety of machine learning (ML) cloud services. This book is your comprehensive reference for learning and implementing advanced ML algorithms in AWS cloud. As you go through the chapters, you'll gain insights into how these algorithms can be trained, tuned, and deployed in AWS using Apache Spark on Elastic Map Reduce (EMR), SageMaker, and TensorFlow. While you focus on algorithms such as XGBoost, linear models, factorization machines, and deep nets, the book will also provide you with an overview of AWS as well as detailed practical applications that will help you solve real-world problems. Every practical application includes a series of companion not Elektronisches Buch with all the necessary code to run on AWS. In the next few chapters, you will learn to use SageMaker and EMR Not Elektronisches Buch to perform a range of tasks, right from smart analytics and predictive modeling through to sentiment analysis. By the end of this book, you will be equipped with the skills you need to effectively handle machine learning projects and implement and evaluate algorithms on AWS. What you will learn Manage AI workflows by using AWS cloud to deploy services that feed smart data products Use SageMaker services to create recommendation models Scale model training and deployment using Apache Spark on EMR Understand how to cluster big data through EMR and seamlessly integrate it with SageMaker Build deep learning models on AWS using TensorFlow and deploy them as services Enhance your apps by combining Apache Spark and Amazon SageMaker.