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Building Intelligent Cloud Applications : Develop Scalable Models Using Serverless Architectures with Azure by Vicente Herrera García and John Biggs (2019, Trade Paperback)

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Publication Date: 10/1/2019. Format: Paperback or Softback. Condition Guide. Your source for quality books at reduced prices. Item Availability.

About this product

Product Identifiers

PublisherO'reilly Media, Incorporated

ISBN-101492052329

ISBN-139781492052326

eBay Product ID (ePID)24038372326

Product Key Features

Number of Pages152 Pages

LanguageEnglish

Publication NameBuilding Intelligent Cloud Applications : Develop Scalable Models Using Serverless Architectures with Azure

SubjectCloud Computing, Data Processing, Enterprise Applications / General, Computer Vision & Pattern Recognition

Publication Year2019

TypeTextbook

Subject AreaComputers

AuthorVicente Herrera García, John Biggs

FormatTrade Paperback

Dimensions

Item Height0.6 in

Item Weight23.5 Oz

Item Length9.8 in

Item Width5.9 in

Additional Product Features

Intended AudienceScholarly & Professional

LCCN2020-301354

Dewey Edition23

IllustratedYes

Dewey Decimal004.6782

SynopsisServerless computing is radically changing the way we build and deploy applications. With cloud providers running servers and managing machine resources, companies now can focus solely on the application's business logic and functionality. This hands-on book shows experienced programmers how to build and deploy scalable machine learning and deep learning models using serverless architectures with Microsoft Azure. You'll learn step-by-step how to code machine learning into your projects using Python and pretrained models that include tools such as image recognition, speech recognition, and classification. You'll also examine issues around deployment and continuous delivery, including scaling, security, and monitoring. This book is divided into three parts with application examples woven throughout: Cloud-based development: Learn the basics of serverless computing with machine learning, Functions-as-a-Service (FaaS), and the use of APIs Adding intelligence: Create serverless applications using Azure Functions; learn how to use prebuilt machine learning and deep learning models Deployment and continuous delivery: Get up to speed with Azure Kubernetes Service, Azure Security Center, and Azure Monitoring

LC Classification NumberQA76.76.A65