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Develop solutions with Azure AI Document Intelligence
Course Description
Overview
In this learning path, 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.This learning path helps prepare you for Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution.
Objectives
- 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.
Topics
- Introduction
- Understand AI Document Intelligence
- Plan Azure AI Document Intelligence resources
- Choose a model type
- Knowledge check
- 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
- 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
- Introduction
- Understand composed models
- Assemble composed models
- Exercise: Create a composed model
- Knowledge check
- Introduction
- Understand Azure AI Search enrichment pipelines
- Build an Azure AI Document Intelligence custom skill
- Exercise: Build and deploy an Azure AI Document Intelligence custom skill
- Knowledge check
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