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AI-3002 - Create an intelligent document processing solution with Azure AI Document Intelligence

To earn this Microsoft Applied Skills credential, learners demonstrate the ability to create and implement Azure AI Document Intelligence solutions.

Candidates for this credential should have a solid understanding of creating and using Document Intelligence models through both Document Intelligence Studio and in code. They should also have experience programming in either Python or C#, be familiar with the Azure portal, and be comfortable provisioning Azure AI resources.

Duration: 1.0 day

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Objectives

  • 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.
  • 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
  • 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
  • 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.
  • Describe how a custom skill can enrich content passed through an Azure Cognitive Search pipeline.
  • Build a custom skill that calls an Azure Forms Analyzer solution to obtain data from forms.

Content

1. Plan an Azure AI Document Intelligence solution

Learn how to use Azure AI Document Intelligence to build solutions that analyze forms and output data for storage or further processing.

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2. Use prebuilt Form Recognizer models

Learn what data you can analyze by choosing prebuilt Forms Analyzer models and how to deploy these models in a Form Analyzer solution.

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3. Extract data from forms with Azure Document Intelligence

Azure Document Intelligence uses machine learning technology to identify and extract key-value pairs and table data from form documents with accuracy, at scale. This module teaches you how to use the Azure Document Intelligence Azure AI service.

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4. Create a composed Form Recognizer model

Learn how to assemble custom models into composed solutions that can analyze different types of your own documents.

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5. Build a Form Recognizer custom skill for Azure Cognitive Search

Learn how to use an Azure Form Recognizer solution as a custom skill to enrich content in an Azure Cognitive Search pipeline.

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Audience

Developers, Data Engineers, AI Engineers, Business Analysts.

Prerequisites

Basic understanding of Azure, programming in Python or C#, familiarity with Document Intelligence Studio concepts.

Certification

product-certification

Course Benefits

product-benefits
  • Career growth
  • Broad Career opportunities
  • Worldwide recognition from leaders
  • Up-to Date technical skills
  • Popular Certification Badges

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