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Building Intelligent Cloud Applications

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Building Intelligent Cloud Applications

John Biggs
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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 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.

This book is divided into four parts:

  • 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...
  • Рік:
    2019
    Видавництво:
    O'Reilly Media
    Мова:
    english
    ISBN 10:
    1492052329
    ISBN 13:
    9781492052326
    Файл:
    PDF, 4.64 MB
    IPFS:
    CID , CID Blake2b
    english, 2019
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