AI-3002 Develop AI information extraction solutions in Azure
- 1 Day Course
- Language: English
Introduction:
This course is intended for software developers wanting to build AI infused applications that extract information in Azure, including Azure AI Content Understanding and Azure AI Document Intelligence.
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.
Course Outline:
1 – Create a multimodal analysis solution with Azure AI Content Understanding
- What is Azure AI Content Understanding?
- Create a Content Understanding analyzer
- Use the Content Understanding REST API
2 – Create an Azure AI Content Understanding client application
- Prepare to use the AI Content Understanding REST API
- Create a Content Understanding analyzer
- Analyze content
3 – Use prebuilt Document intelligence models
- Understand prebuilt models
- Use the General Document, Read, and Layout models
- Use financial, ID, and tax models
4 – Extract data from forms with Azure Document intelligence
- 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
5 – Create a knowledge mining solution with Azure AI Search
- 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
- Module assessment