Develop AI information extraction solutions in Azure
Use Azure AI to extract information from content to support scenarios like:
Create a multimodal analysis solution with Azure Content UnderstandingUse Azure Content Understanding for multimodal content analysis and information extraction.
Introduction
What is Azure Content Understanding?
Create a Content Understanding analyzer
Use the Content Understanding REST API
Exercise - Extract information from multimodal content
Module assessment
Summary
Create an Azure Content Understanding client applicationUse the Azure Content Understanding REST API for multimodal content analysis and information extraction.
Introduction
Prepare to use the AI Content Understanding REST API
Create a Content Understanding analyzer
Analyze content
Exercise - Develop a Content Understanding client application
Module assessment
Summary
Use prebuilt Document intelligence modelsLearn what data you can analyze by choosing prebuilt Forms Analyzer 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 Document Intelligence
Module assessment
Summary
Extract data from forms with Azure Document intelligenceDocument 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 cognitive 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
Module assessment
Summary
Create a knowledge mining solution with Azure AI SearchUnlock the hidden insights in your data with Azure AI Search. In this module, you'll learn how to implement a knowledge mining solution that extracts and enriches data, making it searchable and ready for deeper analysis.
Introduction
What is Azure AI Search?
Extract data with an indexer
Enrich extracted data with AI skills
Search an index
Persist extracted information in a knowledge store
Exercise - Create a knowledge mining solution
Module assessment
Summary