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Building Intelligent Cloud Applications: Develop Scalable Models Using Serverless
Architectures with Azure
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BOOK DETAIL
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Paperback: 154 pages Publisher: O'Reilly Media; 1 edition (October 1, 2019) Language: English ISBN-10: 1492052329
ISBN-13: 978-1492052326 Product Dimensions: 7 x 0.3 x 9.2 inches Shipping Weight: 9.3 ounces (View shipping rates
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Book Description
Serverless 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 APIsAdding intelligence: Create serverless applications using Azure Functions; learn how
to use prebuilt machine learning and deep learning modelsDeployment and continuous delivery: Get up to speed with

Azure Kubernetes Service, Azure Security Center, and Azure Monitoring