Create document intelligence solutions with Azure AI Document Intelligence (AI-3002)

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.

Module 1: Plan an Azure AI Document Intelligence solution

• 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

• 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

• Identify how Azure Document Intelligence's layout service, prebuilt models, and custom service can automate processes
• Use Azure Document Intelligence's Optical Character Recognition (OCR) capabilities with SDKs, REST API, and Azure Document Intelligence Studio
• Develop and test custom models

Module 4: Create a composed Form Recognizer model

• 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 Form Recognizer custom skill for Azure Cognitive Search

• 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.

• Azure Professionals
• Microsoft Professionals