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Udacity

Knowledge Mining With Azure AI Search

via Udacity

Overview

In this course, you'll learn how to build end-to-end solutions with Azure Cognitive Search. You'll learn how to import data into Cognitive Search, enrich data using built-in and custom skills, and consume data from Cognitive Search in your applications.

Syllabus

  • Introduction to Knowledge Mining with Azure
    • Welcome to the course! In this lesson, we'll cover the course prerequisites and environment, and introduce Azure Cognitive Search solutions.
  • Designing an Azure AI Search Solution
    • In this lesson, you'll learn about defining requirements and designing Cognitive Search solutions
  • Importing Data into Azure AI Search
    • In this lesson, you'll import data into Azure Cognitive Search and learn how to configure Indexes, Indexers, and Enrichments.
  • Enriching Data in Azure AI Search
    • In this lesson, you'll learn about enriching data and creating skills and skillsets in Azure Cognitive Search
  • Consuming Azure AI Search in an External Application
    • In this lesson, you'll learn how to consume Azure Cognitive Search in external applications and monitor the performance of solutions
  • Build an AI Enriched Corporate Training Catalog
    • Put all the skills you've learned into practice to build an Azure Cognitive Search solution. In this project, you'll build an AI-enriched corporate training catalog using multiple data sources.

Taught by

Matt Swaffer

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