OpenHack – AI-Powered Knowledge Mining (OHAIPM) – Outline

Gedetailleerde cursusinhoud

Challenge 1: A Question of Knowledge In this challenge, you will…

Learning objectives:

  • Create a Q&A Maker knowledge base
  • Write code that uses the REST API to query the knowledge base

Challenge 2: The Search Begins In this challenge, you will…

Learning objectives:

  • Create an Azure Search Index
  • Use the SDK or REST API to submit a range of search queries using both simple and full syntax

Challenge 3: Expanding the Search In this challenge, you will…

Learning objectives:

  • Add built-in cognitive skills to an Azure Search index to return:
    • Key Phrases
    • Entities (including links)
    • Sentiment (especially reviews)

Challenge 4: Getting the Full Picture In this challenge, you will…

Learning objectives:

  • Add built-in cognitive skills to an Azure Search index to return:
    • Image Descriptions and Tags
    • OCR extracted Text

Challenge 5: What is the Frequency? In this challenge, you will…

Learning objectives:

  • Create a custom skill to find the top ten most frequent words

Challenge 6: The Search for Relevance In this challenge, you will…

Learning objectives:

  • Add Synonyms
  • Implement query suggestions / autocomplete
  • Add scoring profiles that boost documents in results.

Challenge 7: Knowledge preservation In this challenge, you will…

Learning objectives:

  • Implement knowledge stores.

Challenge 8: Finding Your Form In this challenge, you will…

Learning objectives:

  • Create a custom skill that calls the Forms Understanding Service

Challenge 9: Use Your Intelligence In this challenge, you will…

Learning objectives:

  • Build a custom skill that consumes a custom machine learning model