EtusivuHae koulutuksiaCreate document intelligence solutions with Azure AI Document Intelligence – Applied Skills Workshop

Create document intelligence solutions with Azure AI Document Intelligence – Applied Skills Workshop


Koulutusmuoto

Remote


Kesto

1 päivä


Hinta

1146 €

In this workshop, 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.

None

Module 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.

  • Introduction
  • Understand AI Document Intelligence
  • Plan Azure AI Document Intelligence resources
  • Choose a model type
  • Knowledge check
  • Summary

Module 2: Use prebuilt Azure AI Document Intelligence models Learn what data you can analyze by choosing prebuilt Azure AI Document Intelligence models and how to deploy these models in a Document Intelligence solution.

  • Introduction
  • Understand prebuilt models
  • Use the General Document, Read, and Layout models
  • Use financial, ID, and tax models
  • Exercise - Analyze a document using Azure AI Document Intelligence
  • Knowledge check
  • Summary

Module 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.

  • Introduction
  • 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
  • Exercise - Extract data from custom forms
  • Knowledge check
  • Summary

Module 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.

  • Introduction
  • Understand composed models
  • Assemble composed models
  • Exercise: Create a composed model
  • Knowledge check
  • Summary

Module 5: Build an Azure AI Document Intelligence custom skill for Azure Cognitive Search Learn how to use an Azure AI Document Intelligence solution as a custom skill to enrich content in an Azure Cognitive Search pipeline.

  • Introduction
  • Understand Azure Cognitive Search enrichment pipelines
  • Build an Azure AI Document Intelligence custom skill
  • Exercise: Build and deploy an Azure AI Document Intelligence custom skill
  • Knowledge check
  • Summary