{"product_id":"building-intelligent-cloud-applications-develop-scalable-models-using-serverless-architectures-with-azure-9781492052326","title":"Building Intelligent Cloud Applications: Develop Scalable Models Using Serverless Architectures with Azure","description":"\u003cp\u003eServerless 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.\u003c\/p\u003e\u003cp\u003eYou'll learn step-by-step how to code machine learning into your projects using Python and pre-trained 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.\u003c\/p\u003e\u003cp\u003eThis book is divided into four parts: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eCloud-based development: \u003c\/b\u003e learn the basics of serverless computing with machine learning, functions as a service (FaaS), and the use of APIs\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAdding intelligence: \u003c\/b\u003e create serverless applications using Azure Functions; learn how to use pre-built machine-learning and deep-learning models\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDeployment and continuous delivery: \u003c\/b\u003e get up to speed with Azure Kubernetes Service, as well as Azure Security Center, and Azure Monitoring\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eApplication examples: \u003c\/b\u003e deliver data at the edge, build conversational interfaces, and use convolutional neural networks for image classification\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/01\/2019\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492052326\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 154\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.56lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.17h x 7.01w x 0.33d","brand":"Garc\u0026#237;a Vicente Herrera, John Biggs","offers":[{"title":"Default Title","offer_id":36653583302812,"sku":"9781492052326","price":50.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_15e4a0f6-939c-43b7-bd43-05016f683af5.jpg?v=1603881967","url":"https:\/\/pastforward.org\/products\/building-intelligent-cloud-applications-develop-scalable-models-using-serverless-architectures-with-azure-9781492052326","provider":"Past Forward","version":"1.0","type":"link"}