
Building Intelligent Cloud Applications(sách keo gáy bìa mềm)
Categories:Computers - Computer Science
Year:2019
Edition:1
Language:english
Pages:154
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 applications using Azure
Functions; learn how to use pre-built machine-learning and deep-learning
models
• Deployment and continuous delivery: get up to speed with
Azure Kubernetes Service, as well as Azure Security Center, and Azure
Monitoring
• Application examples: deliver data at the edge, build
conversational interfaces, and use convolutional neural networks for
image classification