Building Intelligent Cloud Applications: Develop Scalable Models Using Serverless Architectures with Azure - Tapa blanda

García, Vicente Herrera; Biggs, John

 
9781492052326: Building Intelligent Cloud Applications: Develop Scalable Models Using Serverless Architectures with Azure
Tapa blanda
ISBN 10: 1492052329 ISBN 13: 9781492052326
Editorial: O'Reilly Media, 2019

Sinopsis

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

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

John Biggs is an entrepreneur, consultant, writer, and maker. He spent fifteen years as an editor for Gizmodo, CrunchGear, and TechCrunch and has a deep background in hardware startups, 3D printing, and blockchain. His work has appeared in Men's Health, Wired, and the New York Times. He runs the Technotopia podcast about a better future. He has written five books including the best book on blogging, Bloggers Boot Camp, and a book about the most expensive timepiece ever made, Marie Antoinette's Watch. He lives in Brooklyn, New York.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
O'Reilly Media
Año de publicación
2019
Idioma
Inglés
ISBN 10 
1492052329
ISBN 13 
9781492052326
Encuadernación
Tapa blanda
Número de páginas
152
Contacto del fabricante
no disponible
Persona responsable
no disponible