Create document intelligence solutions with Azure AI Document Intelligence [M-AI3002]

OVERVIEW

In this learning path, you'll see how Azure AI Document Intelligence solutions can enable you to capture data from typed or hand-written forms. You'll also 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 Cognitive Search pipeline.

CONTENT

Module 1 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.

• Describe the components of an Azure AI Document Intelligence solution.
• Create and connect to Azure AI Document Intelligence resources in Azure.
• Choose whether to use a prebuilt, custom, or composed model.

Module 2 Use prebuilt Form Recognizer models

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

• Identify business problems that you can solve by using prebuilt models in Forms Analyzer.
• Analyze forms by using the General Document, Read, and Layout models.
• Analyze forms by using financial, ID, and tax prebuilt models.
  

Module 3 Extract data from forms with Azure Document Intelligence

Azure 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 Azure AI service.

• Identify how Document intelligence's layout service, prebuilt models, and custom models can automate processes.
• Use Document intelligence's capabilities with SDKs, REST API, and Document Intelligence Studio.
• Develop and test custom models.

Module 4 Create a composed Form Recognizer model

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

• Describe business problems that you would use custom models and composed models to solve.
• Train a custom model to obtain data from forms with unusual structures.
• Create a composed model that can analyze forms in multiple formats.

Module 5 Build a Document Intelligence custom skill for Azure AI Search

Learn how to use an Azure Document Intelligence solution as a custom skill to enrich content in an Azure AI Search pipeline.

• Describe how a custom skill can enrich content passed through an Azure AI Search pipeline.
• Build a custom skill that calls an Azure Forms Analyzer solution to obtain data from forms.