- Module 1: Learn how to use Azure AI Document Intelligence to build solutions that analyze forms and output data for storage or further processing.
In this module, you will learn to:
- Describe the components of an Azure AI Document Intelligence solution.
- Create and connect to Azure AI Document Intelligence resources in Azure.
- Choose whether to use a prebuilt, custom, or composed model.
- Module 2: 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.
In this module, you will learn to:
- Identify business problems that you can solve by using prebuilt models in Azure AI Document Intelligence.
- Analyze forms by using the General Document, Read, and Layout models.
- Analyze forms by using financial, ID, and tax prebuilt models
- Module 3: Azure Document Intelligence extracts data at scale to enable the submission of documents in real time, at scale, with accuracy. This module gives users the tools to use the Azure Document Intelligence vision API.
In this module, you'll learn how to:
- Identify how Azure Document Intelligence's layout service, prebuilt models, and custom service can automate processes
- Use Azure Document Intelligence's Optical Character Recognition (OCR) capabilities with SDKs, REST API, and Azure Document Intelligence Studio
- Develop and test custom models
- Module 4: Learn how to assemble custom models into composed solutions that can analyze different types of your own documents.
In this module, you will learn to:
- Describe business problems that you would use custom models and composed models to solve.
- Train a custom model to obtain data from forms with unusual structures.
- Create a composed model that can analyze forms in multiple formats.
- Module 5: Learn how to use an Azure AI Document Intelligence solution as a custom skill to enrich content in an Azure Cognitive Search pipeline.
In this module, you'll learn to:
- Describe how a custom skill can enrich content passed through an Azure Cognitive Search pipeline.
- Build a custom skill that calls an Azure Forms Analyzer solution to obtain data from forms.
Develop solutions with Azure AI Document Intelligence
Overview
Syllabus
- Module 1: Module 1: Plan an Azure AI Document Intelligence solution
- Introduction
- Understand AI Document Intelligence
- Plan Azure AI Document Intelligence resources
- Choose a model type
- Knowledge check
- Summary
- Module 2: Module 2: Use prebuilt Azure AI Document Intelligence models
- 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: Module 3: Extract data from forms with Azure Document Intelligence
- 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: Module 4: Create a composed Azure AI Document Intelligence model
- Introduction
- Understand composed models
- Assemble composed models
- Exercise: Create a composed model
- Knowledge check
- Summary
- Module 5: Module 5: Build an Azure AI Document Intelligence custom skill for Azure Cognitive Search
- 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
