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Develop 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.

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.
GK# 834027 Vendor# AI-3002
Vendor Credits:
  • Global Knowledge Delivered Course
  • Training Exclusives
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Who Should Attend?

  • Azure Professionals
  • Microsoft Professionals

What You'll Learn

In this course you’ll learn,

  • Plan an Azure AI Document Intelligence solution
  • Use prebuilt Form Recognizer models
  • Extract data from forms with Azure Document Intelligence
  • Create a composed Form Recognizer model
  • Build a Form Recognizer custom skill for Azure Cognitive Search

Course Outline

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.
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