AI-3022 - Implement AI Skills in Azure AI Search
Course Duration: 7 Hours
Delivery Methods: Classroom Training - Instructor Led or Online
COURSE OVERVIEW
Learn how to implement AI skills using Azure AI Search to enhance organizational search capabilities. This course provides hands-on training to integrate AI-driven search functionalities into business workflows, enabling intelligent information retrieval and improved productivity.
WHO SHOULD ATTEND?
This course is ideal for developers, AI engineers, solution architects and anyone with a background in Azure portal and some programming experience preferably in C# or Python. This course is also suitable for anyone seeking to enhance their knowledge of Azure Cognitive Search and its applications in enterprise environments.
COURSE OBJECTIVES
- Describe Copilot for Microsoft 365.
- Describe Azure AI Search and its functionalities.
- Describe the architecture and components of Azure AI Search.
- Identify key features and capabilities of Azure Cognitive Search.
- Configure and deploy Azure AI Search solutions.
- Customize search indexes to meet specific business requirements.
- Implement AI enrichment pipelines for advanced data processing.
- Integrate external data sources into Azure Cognitive Search
Course Outline
- Manage capacity
- Understand search components
- Understand the indexing process
- Search an index
- Apply filtering and sorting
- Enhance the index
- Define the custom skill schema
- Add a custom skill
- Custom text classification skill
- Machine learning custom skill
- Define projections
- Define a knowledge store
- 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
- Index data from external data sources using Azure Data Factory
- Index any data using the Azure AI Search push API
- 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
- What is semantic ranking?
- Set up semantic ranking
- What is vector search?
- Prepare your search
- Understand embedding
| Dates & Times |
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* Actual dates may vary.