T�tulo: Practical Machine Learning with AWS: Process, Build, Deploy, and Productionize Your Models Using AWS
Editor: Apress
Fecha de publicaci�n: 2020
Idioma: Ingl�s
ISBN 10: 1484262212
ISBN 13: 9781484262214
Encuadernaci�n: Encuadernaci�n de tapa blanda
Estado: New

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Sinopsis

Successfully build, tune, deploy, and productionize any machine learning model, and know how to automate the process from data processing to deployment.

This book is divided into three parts. Part I introduces basic cloud concepts and terminologies related to AWS services such as S3, EC2, Identity Access Management, Roles, Load Balancer, and Cloud Formation. It also covers cloud security topics such as AWS Compliance and artifacts, and the AWS Shield and CloudWatch monitoring service built for developers and DevOps engineers. Part II covers machine learning in AWS using SageMaker, which gives developers and data scientists the ability to build, train, and deploy machine learning models. Part III explores other AWS services such as Amazon Comprehend (a natural language processing service that uses machine learning to find insights and relationships in text), Amazon Forecast (helps you deliver accurate forecasts), and Amazon Textract.

By the end of the book, you will understand the machine learning pipeline and how to execute any machine learning model using AWS. The book will also help you prepare for the AWS Certified Machine Learning-Specialty certification exam.

What You Will Learn

Be familiar with the different machine learning services offered by AWS
Understand S3, EC2, Identity Access Management, and Cloud Formation
Understand SageMaker, Amazon Comprehend, and Amazon Forecast
Execute live projects: from the pre-processing phase to deployment on AWS

Who This Book Is For

Machine learning engineers who want to learn AWS machine learning services, and acquire an AWS machine learning specialty certification

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Himanshu Singh is Technology Lead and Senior NLP Engineer at Legato Healthcare (an Anthem Company). He has seven years of experience in the AI industry, primarily in computer vision and natural language processing. He has authored three books on machine learning. He has an MBA from Narsee Monjee Institute of Management Studies, and a postgraduate diploma in Applied Statistics.

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