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Develop AI information extraction solutions in Azure
- Categories:
- Artificial Intelligence Cloud
- Level:
- Intermediate
- Code:
- MAI3002
- Exam:
- Yes - Available separately
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.
Prerequisites
Important - This course has MFA Requirements. Please read this link and download the MFA app, prior to attending.
- None
What's included
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What is Virtual?
Live, instructor-led training delivered online
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Who is it for: Individuals and teams needing flexible, instructor-led learning without time away from the business.
Do you know about our Attend from Anywhere (AFA) option?
Join in person or remotely, with the same live instruction, interaction and hands-on experience—wherever you are.
What's included?
1 Day instructor led course
Exam included
6 month free access to QA learning platform
Free 6-Month Access: Learning Platform Discovery plan
Included FREE with every instructor‑led course
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Best for: Organisations and teams looking to target specific business priorities and capabilities with QA subject matter expertise.
Find out more about the course:
Dates
No dates available?
Can't find a date that fits? Need to train your whole team, explore classroom options, or looking for a discount?
Learning outcomes
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.
Course 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
Good to know
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