We provide virtual course about AI-3022: Implement knowledge mining with Azure AI Search. The AI-3022: Implement AI Skills in Azure AI Search course equips learners with the expertise to build, enhance, and manage search solutions using Azure AI Search.
Content:
Participants will gain hands-on experience in creating custom AI search applications, integrating advanced search features, and enriching data using Azure AI Language and Machine Learning models. This course covers the full cycle of developing a powerful AI-driven search solution, from data ingestion to search relevance improvement, ensuring participants are prepared to implement scalable and intelligent search systems in Azure.
Course objectives:
• Build and deploy a comprehensive Azure AI Search solution
• Develop and integrate custom skills to enhance Azure AI Search
• Create and manage a knowledge store for enriched search experiences
• Use Azure AI Language to enrich search indexes with custom classes
• Implement advanced search features, including term boosting and multi-language support
Course outline:
Module 1 - Create an Azure AI Search solution:
• Create an Azure AI Search solution
• Develop a search application
• Lab: Create a search solution
Module 2 - Create a custom skill for Azure AI Search:
• Implement a custom skill for Azure AI Search
• Integrate a custom skill into an Azure AI Search skillset
• Lab: Implement a custom skill
Module 3 - Create a knowledge store with Azure AI Search:
• Create a knowledge store from an Azure AI Search pipeline
• View data in projections in a knowledge store
• Lab: Create a knowledge store
Module 4 - Enrich your data with Azure AI Language:
• Use Azure AI Language to enrich Azure AI Search indexes.
• Enrich an AI Search index with custom classes.
• Lab: Enrich a search index in Azure AI Search with custom classes
Module 5 - 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
• Lab: Implement enhancements to search results
Target audience:
AI Engineer and Azure Developer
Prerequisites:
• Familiarity with Microsoft Azure
• Application development experience with C# or Python
Language:
• English course documentation, norwegian speaking instructor
Course material:
Digital course documentation and hands-on labs