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

SS Course: GK834027

Course Overview

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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.
                                                                  

Scheduled Classes

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08/26/24 - GVT - Virtual Classroom - Virtual Instructor-Led
10/07/24 - GVT - Virtual Classroom - Virtual Instructor-Led
12/09/24 - GVT - Virtual Classroom - Virtual Instructor-Led
01/08/25 - GVT - Virtual Classroom - Virtual Instructor-Led
02/10/25 - GVT - Virtual Classroom - Virtual Instructor-Led
03/17/25 - GVT - Virtual Classroom - Virtual Instructor-Led

Outline

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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.

    Prerequisites

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      Who Should Attend

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      • Azure Professionals
      • Microsoft Professionals