Book Image

Azure for Architects - Third Edition

By : Ritesh Modi, Jack Lee, Rithin Skaria
Book Image

Azure for Architects - Third Edition

By: Ritesh Modi, Jack Lee, Rithin Skaria

Overview of this book

Thanks to its support for high availability, scalability, security, performance, and disaster recovery, Azure has been widely adopted to create and deploy different types of application with ease. Updated for the latest developments, this third edition of Azure for Architects helps you get to grips with the core concepts of designing serverless architecture, including containers, Kubernetes deployments, and big data solutions. You'll learn how to architect solutions such as serverless functions, you'll discover deployment patterns for containers and Kubernetes, and you'll explore large-scale big data processing using Spark and Databricks. As you advance, you'll implement DevOps using Azure DevOps, work with intelligent solutions using Azure Cognitive Services, and integrate security, high availability, and scalability into each solution. Finally, you'll delve into Azure security concepts such as OAuth, OpenConnect, and managed identities. By the end of this book, you'll have gained the confidence to design intelligent Azure solutions based on containers and serverless functions.
Table of Contents (21 chapters)
20
Index

Building an OCR service

In this section, we will be using some of the AI services using C# as well as PowerShell to show their usage using the HTTP endpoint directly. The next section will concentrate on doing the same using a .NET SDK.

Before getting into building a project using Cognitive Services, the first step is to provision the API itself.

Optical character recognition is available as a Vision API and can be provisioned using the Azure portal, as shown next. Create a vision API by navigating to Cognitive Services > Compute Vision > Create, as shown in Figure 19.1:

Creating a Vision API
Figure 19.1: Create a Vision API

Once the API is provisioned, the overview page provides all the details for consuming the API. It provides the base URL and the key information. Make a note of the key as it will be used later:

Details of the API in the Overview section
Figure 19.2: Overview page

It also provides an API console to quickly test the API. Clicking on it opens a new window...