Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining
Offered By: Microsoft via Microsoft Learn
Course Description
Overview
- Module 1: Use Azure AI Document Intelligence to automate data extraction.
Learn how to use the prebuilt receipt processing capabilities of Azure AI Document Intelligence.
- Module 2: Explore Azure Cognitive Search to discover how to create an index, import data, and query the index for better search results.
In this module, you will:
- Explore Azure Cognitive Search
- Create an Azure Cognitive Search index
- Import data to the index
- Query the Azure Cognitive Search index
Syllabus
- Module 1: Module 1: Analyze receipts with Azure AI Document Intelligence
- Introduction
- Get started with receipt analysis on Azure
- Exercise - Explore form recognition
- Knowledge check
- Summary
- Module 2: Module 2: Introduction to Azure Cognitive Search
- Introduction
- What is Azure Cognitive Search?
- Identify elements of a search solution
- Use a skillset to define an enrichment pipeline
- Understand indexes
- Use an indexer to build an index
- Persist enriched data in a knowledge store
- Create an index in the Azure portal
- Query data in an Azure Cognitive Search index
- Exercise - Explore knowledge mining
- Knowledge check
- Summary
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