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Implement knowledge mining with Azure AI Search

Microsoft Applied Skills

12 Monate
Trainings-ID:
AI-3022

Inhalt des Trainings

Sind in Ihren strukturierten und unstrukturierten Daten Informationen eingeschlossen? Mithilfe der Azure KI-Suche können Sie wichtige Erkenntnisse aus diesen Daten extrahieren und in Anwendungen die Möglichkeit bereitstellen, diese Daten zu durchsuchen und zu analysieren.

Zielgruppen

  • AI Engineer
  • Developer
  • Solution Architect
  • Azure AI Search

Vorkenntnisse

  • Vertrautheit mit Microsoft Azure
  • Erfahrung bei der Anwendungsentwicklung mit C# oder Python

Detail-Inhalte

Create an Azure AI Search solution
  • Manage capacity
  • Understand search components
  • Understand the indexing process
  • Search an index
  • Apply filtering and sorting
  • Enhance the index
Create a custom skill for Azure AI Search
  • Create a custom skill
  • Add a custom skill to a skillset
Create a knowledge store with Azure AI Search
  • Define projections
  • Define a knowledge store
Enrich your data with Azure AI Language
  • Explore the available features of Azure AI Language
  • Enrich a search index in Azure AI Search with custom classes and Azure AI Language
Implement advanced search features in Azure AI Search
  • Improve the ranking of a document with term boosting
  • Improve the relevance of results by adding scoring profiles
  • Improve an index with analyzers and tokenized terms
  • Enhance an index to include multiple languages
  • Improve search experience by ordering results by distance from a given reference point
Build an Azure Machine Learning custom skill for Azure AI Search
  • Understand how to use a custom Azure Machine Learning skillset
  • Enrich a search index using an Azure Machine Learning model
Search data outside the Azure platform in Azure AI Search using Azure Data Factory
  • Index data from external data sources using Azure Data Factory
  • Index any data using the Azure AI Search push API
Maintain an Azure AI Search solution
  • Manage security of an Azure AI Search solution
  • Optimize performance of an Azure AI Search solution
  • Manage costs of an Azure AI Search solution
  • Improve reliability of an Azure AI Search solution
  • Monitor an Azure AI Search solution
  • Debug search issues using the Azure portal
Perform search reranking with semantic ranking in Azure AI Search
  • What is semantic ranking?
  • Set up semantic ranking
Perform vector search and retrieval in Azure AI Search
  • What is vector search?
  • Prepare your search
  • Understand embedding

Downloads

Terminanfrage

Ab  790,-*

*Preis pro Teilnehmer*in ohne Zusatzoptionen, exkl. MwSt.

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