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

Description

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.

Additional Course Information

Schedule and Pricing

Target Audience
Pre-Requisites
Before enrolling, students must possess: Proficiency in Microsoft Azure with the ability to navigate the Azure portal effectively. Familiarity with either C# or Python programming languages. Understanding of JSON and REST programming semantics.
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 Delivery Modality
VILT
Duration in Hours
8
Credits Eligible
1
Course Vendor

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