AI-3002: Develop AI information extraction solutions in Azure

Length: 1 Day(s)     Cost:$895 + GST

= Scheduled class     = Guaranteed to run     = Fully booked

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LOCATION July August September October
Auckland
Hamilton
Christchurch
Wellington
Virtual Class

Learn 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.

Microsoft Applied Skills

Microsoft Applied Skills are scenario-based credentials that provide learners with validation of targeted skills. These credentials are an efficient and trusted way to identify and deepen proficiency in scenario-based skillsets. The interactive training and validation enable learners to demonstrate proficiency by completing real-world tasks.

Applied Skills can help students prepare for the workforce by providing them with real-world problem-solving experience and validation of their skills.


This course is for:

  • AI Engineers
  • Developers
  • Data Engineers

  • Basic understanding of Azure AI Document Intelligence
  • Knowledge of at least one programming language (C#, Python)

After completing this course, students will be able to:

  • Design a solution that analyses your business forms by using Azure AI Document Intelligence.
  • Create a solution that analyses 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.

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
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
  • Lab: Analyze a document using Azure AI Document Intelligence
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
  • Lab: Extract data from custom forms
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
  • Lab: Create a composed model