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Microsoft

Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining

Microsoft via Microsoft Learn

Overview

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  • 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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