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Practical Machine Learning with AWS: Process, Build, Deploy, and Productionize Your Models Using AWS - Himanshu Singh

englanti
2020-11-24
75,06 € 115,48 €

-35% koodilla BOOKS

Toimittajalla varastossa

Toimitus 12-18 arkipäivässä

30 päivän palautusoikeus

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 ... Täydellinen kuvaus

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Kuvaus

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

Lisätietoja

Kirjoittaja Himanshu Singh
Julkaisija Apress
Julkaisuvuosi 2020
Kannen tyyppi Pehmeäkantinen
EAN 9781484262214
Kirjoita oma arvostelusi
Arvostelet: Practical Machine Learning with AWS: Process, Build, Deploy, and Productionize Your Models Using AWS
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75,06 € 115,48 €