Create Document Intelligence Solutions with Azure AI Document Intelligence (AI-3002) – CDIS001

Course Content

  • This Create Document Intelligence Solutions with Azure AI Document Intelligence (AI-3002) course provides an in-depth exploration of Azure AI’s Document Intelligence capabilities, enabling participants to build tailored solutions for analyzing business forms and custom documents. Through practical exercises, participants will learn to harness prebuilt and custom models, integrate multiple models into composite solutions, and extend capabilities with Azure Cognitive Search.

Delivery Method

  • In-Person
  • Online
  • Private Team Training: Customized sessions delivered at your facility.

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Goals

    • By the end of this course, you will:

      • Design custom solutions for analyzing business forms using Azure AI Document Intelligence.
      • Develop solutions to analyze various document types with prebuilt and custom models.
      • Build and implement solutions for analyzing diverse custom form types.
      • Combine multiple Document Intelligence models into composite models for advanced functionality.
      • Integrate Document Intelligence custom skills into Azure Cognitive Search enrichment pipelines.

Pre Requisites

    • Participants should have:

      • Proficiency in Microsoft Azure and the ability to navigate the Azure portal effectively.
      • Familiarity with C# or Python programming languages.
      • Understanding of JSON and REST programming semantics.

Course Outline

Learning Objectives
    • Module 1: Plan an Azure AI Document Intelligence Solution

      • Introduction to Azure AI Document Intelligence.
      • Understand model types and functionality.
      • Plan and configure Azure AI Document Intelligence resources.

       


      Module 2: Use Prebuilt Form Recognizer Models

      • Explore prebuilt models, including:
        • General Document, Read, and Layout models.
        • Financial, ID, and tax models.
      • Learn best practices for using prebuilt models.
      • Exercise: Analyze a document using Azure AI Document Intelligence.

       


      Module 3: Extract Data from Forms with Azure Document Intelligence

      • Understand Azure AI Document Intelligence for custom forms.
      • Train custom models for specific use cases.
      • Utilize Azure Document Intelligence Studio for form extraction.
      • Exercise: Extract data from custom forms.

       


      Module 4: Create a Composed Form Recognizer Model

      • Understand the concept of composed models.
      • Build and assemble multiple models into a single composed model.
      • Exercise: Create and use a composed model.

       


      Module 5: Build a Form Recognizer Custom Skill for Azure Cognitive Search

      • Understand Azure Cognitive Search enrichment pipelines.
      • Develop a custom Document Intelligence skill for integration with Azure Cognitive Search.
      • Exercise: Build and deploy a custom Document Intelligence skill.

       


      This course equips participants with the skills needed to create robust document intelligence solutions using Azure AI, enabling seamless document processing and advanced data extraction for business applications.

       

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