The following exercises are designed to provide you with a hands-on learning experience in which you’ll explore common tasks that developers do when building AI-powered information extraction solutions in Microsoft Azure.

Note: To complete the exercises, you’ll need an Azure subscription in which you have sufficient permissions and quota to provision the necessary Azure resources and generative AI models. If you don’t already have one, you can sign up for an Azure account. There’s a free trial option for new users that includes credits for the first 30 days.

Exercises

Extract information from multimodal content

Use Azure AI Content Understanding to extract insights from documents, images, audio recordings, and videos.

Develop a Content Understanding client application

Use Azure AI Content Understanding REST API to develop a client app for an analyzer.

Analyze forms with prebuilt Azure AI Document Intelligence models

Use prebuilt Azure AI Document Intelligence models to process text fields from documents.

Analyze forms with custom Azure AI Document Intelligence models

Create a custom Document Intelligence model to extract specific data from documents.

Create an knowledge mining solution

Use Azure AI Search to extract key information from documents and make it easier to search and analyze.

Note: While you can complete these exercises on their own, they’re designed to complement modules on Microsoft Learn; in which you’ll find a deeper dive into some of the underlying concepts on which these exercises are based.