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AI-3022: Implement knowledge mining with Azure AI Search
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Introduction
Audio book AI-3022
Lesson 1: AI-3022: Implement knowledge mining with Azure AI Search
Lesson 1: AI-3022: Implement knowledge mining with Azure AI Search
Audio book Lesson 1: AI-3022: Implement knowledge mining with Azure AI Search
Podcast Lesson 1: AI-3022: Implement knowledge mining with Azure AI Search
1.1.1 Introduction
1.1.2 Manage capacity
1.1.3 Understand search components
1.1.4 Understand the indexing process
1.1.5 Search an index
1.1.6 Apply filtering and sorting
1.1.7 Enhance the index
1.1.8 Summary
Activity: Carousel/Slideshow
Activity: Knowledge Check
1.2.1 Introduction
1.2.2 Define the custom skill schema
1.2.3 Add a custom skill
1.2.4 Custom text classification skill
1.2.5 Machine learning custom skill
1.2.6 Summary
Activity: Carousel/Slideshow
Activity: Knowledge Check
1.3.1 Introduction
1.3.2 Define projections
1.3.3 Define a knowledge store
1.3.4 Summary
Activity: True/False
Activity: Knowledge Check
1.4.1 Introduction
1.4.2 Improve the ranking of a document with term boosting
1.4.3 Improve the relevance of results by adding scoring profiles
1.4.4 Improve an index with analyzers and tokenized terms
1.4.5 Enhance an index to include multiple languages
1.4.6 Improve search experience by ordering results by distance from a given reference point
1.4.7 Summary
Activity:Accordion
Activity: Knowledge Check
1.5.1 Introduction
1.5.2 Index data from external data sources using Azure Data Factory
1.5.3 Index any data using the Azure AI Search push API
1.5.4 Summary
Activity: Tab
Activity: Knowledge Check
1.6.1 Introduction
1.6.2 Manage security of an Azure AI Search solution
1.6.3 Optimize performance of an Azure AI Search solution
1.6.4 Manage costs of an Azure AI Search solution
1.6.5 Improve reliability of an Azure AI Search solution
1.6.6 Monitor an Azure AI Search solution
1.6.7 Debug search issues using the Azure portal
1.6.8 Summary
Activity: Sequence
Activity: Knowledge Check
1.7.1 Introduction
1.7.2 What is semantic ranking?
1.7.3 Set up semantic ranking
1.7.4 Summary
Activity:True/False
Activity: Knowledge Check
1.8.1 Introduction
1.8.2 What is vector search?
1.8.3 Prepare your search
1.8.4 Understand embedding
1.8.5 Summary
Activity:Multiple Response
Activity: Knowledge Check
Resources
AI-3022 Blueprint
AI-3022 Detailed Curriculum
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AI-3022: Implement knowledge mining with Azure AI Search
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