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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.

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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.

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

Upcoming Trainings

Join our public courses in our South Africa facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom

02 August 2024