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

  • CMDBID 1149
  • Course Code MAI3002
  • Duration 1 Days
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Microsoft Azure Course

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Overview

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.

Audience

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.

Prerequisites

None

Outline

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

Talk to an expert

Thinking about Onsite?

If you need training for 3 or more people, you should ask us about onsite training. Putting aside the obvious location benefit, content can be customised to better meet your business objectives and more can be covered than in a public classroom. Its a cost effective option. One on one training can be delivered too, at reasonable rates.

Submit an enquiry from any page on this site and let us know you are interested in the requirements box, or simply mention it when we contact you.

All $ prices are in USD unless it’s a NZ or AU date

SPVC = Self Paced Virtual Class

LVC = Live Virtual Class

Please Note: All courses are availaible as Live Virtual Classes

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Our clients have included prestigious national organisations such as Oxford University Press, multi-national private corporations such as JP Morgan and HSBC, as well as public sector institutions such as the Department of Defence and the Department of Health.