Develop solutions with Azure AI Document Intelligence

In this learning path, discover how Azure AI Document Intelligence solutions can enable you to capture data from typed or hand-written forms. Learn how to build a solution for your custom form types and integrate that solution into an Azure Cognitive Search pipeline. You'll learn how to:

• Design a solution that analyzes your business forms by using Azure AI Document Intelligence.
• Create a solution that analyzes common documents by using Document Intelligence.
• Create a solution that analyses different custom form types by using Document Intelligence.
• Include an Azure AI Document Intelligence service as a custom skill in an Azure AI Search pipeline.

Prerequisites

None

Modules in this learning path

Plan an Azure AI Document Intelligence solution

Learn how to use Azure AI Document Intelligence to build solutions that analyze forms and output data for storage or further processing.

• Introduction
• Understand AI Document Intelligence
• Plan Azure AI Document Intelligence resources
• Choose a model type
• Knowledge check
• Summary

Use prebuilt Document intelligence models

Learn what data you can analyze by choosing prebuilt Forms Analyzer models and how to deploy these models in a Document intelligence solution.

• Introduction
• Understand prebuilt models
• Use the General Document, Read, and Layout models
• Use financial, ID, and tax models
• Exercise - Analyze a document using Azure AI Document Intelligence
• Knowledge check
• Summary

Extract data from forms with Azure Document intelligence

Document intelligence uses machine learning technology to identify and extract key-value pairs and table data from form documents with accuracy, at scale. This module teaches you how to use the Azure Document intelligence cognitive service.

• Introduction
• What is Azure Document Intelligence?
• Get started with Azure Document Intelligence
• Train custom models
• Use Azure Document Intelligence models
• Use the Azure Document Intelligence Studio
• Exercise - Extract data from custom forms
• Knowledge check
• Summary

Create a composed Document intelligence model

Learn how to assemble custom models into composed solutions that can analyze different types of your own documents.

• Introduction
• Understand composed models
• Assemble composed models
• Exercise: Create a composed model
• Knowledge check
• Summary