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Building intelligent cloud applications: develop scalable models using serverless...

981 грн

Описание

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 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

Також купити книгу Building Intelligent Cloud Applications: Develop Scalable
Models Using Serverless Architectures with Azure, Vicente García, John Biggs
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