- Home
- IT Courses
- MS-AI3002: Develop Solutions with Azure AI Document Intelligence
MS-AI3002: Develop Solutions with Azure AI Document Intelligence
Course Code: MS-AI3002
In this learning path, discover how Azure AI Document Intelligence solutions can enable you to capture data from typed or hand-written forms. Learn how to build a solution for your custom form types and integrate that solution into an Azure Cognitive Search pipeline.
This course is designed for individuals who want to develop and implement intelligent document processing solutions using Azure AI services. The primary audience includes:
- AI Engineers: Professionals focused on creating and deploying AI solutions, particularly those involving document processing.
- Developers: Software developers who need to integrate Azure AI Document Intelligence into their applications.
- Data Engineers: Individuals responsible for managing and processing large volumes of data who want to leverage AI for document analysis.
Before attending this course, delegates must have:
- Basic understanding of Azure AI Document Intelligence
- Basic understanding of Azure AI Search
After attending this course, delegates will be able 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.
There is no Associated Certification or Exam for this course, however, there is an assessment to achieve your Applied Skills credential. (Assessment Link)
Modules
Learn how to use Azure AI Document Intelligence to build solutions that analyze forms and output data for storage or further processing.
Lessons
- Introduction.
- Understand AI Document Intelligence.
- Plan Azure AI Document Intelligence resources.
- Choose a model type.
- Knowledge check.
- Summary.
By the end of this module, you'll be able 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.
Learn what data you can analyze by choosing prebuilt Forms Analyzer models and how to deploy these models in a Form Analyzer solution.
Lessons
- 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.
By the end of this module, you'll be able to:
- Identify business problems that you can solve by using prebuilt models in Forms Analyzer.
- Analyze forms by using the General Document, Read, and Layout models.
- Analyze forms by using financial, ID, and tax prebuilt models.
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.
Lessons
- 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.
By the end of this module, you'll be able 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.
Learn how to assemble custom models into composed solutions that can analyze different types of your own documents.
Lessons
- Introduction.
- Understand composed models.
- Assemble composed models.
- Exercise: Create a composed model.
- Knowledge check.
- Summary.
By the end of this module, you'll be able 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.
Learn how to use an Azure Document Intelligence solution as a custom skill to enrich content in an Azure AI Search pipeline.
Lessons
- 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.
By the end of this module, you'll be able 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