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

Introduction:

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.

Objectives:

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.

Course Outline:

1 – Plan an Azure AI Document Intelligence solution

  • Understand AI Document Intelligence
  • Plan Azure AI Document Intelligence resources
  • Choose a model type

2 – Use prebuilt Form Recognizer models

  • Understand prebuilt models
  • Use the General Document, Read, and Layout models
  • Use financial, ID, and tax models

3 – Extract data from forms with Azure Document Intelligence

  • 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

4 – Create a composed Form Recognizer model

  • Understand composed models
  • Assemble composed models

5 – Build a Form Recognizer custom skill for Azure Cognitive Search

  • Understand Azure Cognitive Search enrichment pipelines
  • Build an Azure AI Document Intelligence custom skill

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