AI-3022 Implement AI Skills in Azure AI Search
Price Net € VAT €
Price Price on Request
Duration
1 day
Location
Course Language English
Training Solutions Online Live
Modern search systems are evolving into central interfaces for AI-supported knowledge utilization. Cloud-based technologies enable data to be linked intelligently and provided in a context-sensitive manner. The focus is on powerful concepts for precise, scalable, and relevant information retrieval.
Key topics
- Fundamentals and architecture of AI-supported search solutions.
- Semantic search and vector search in interaction.
- Integration of AI models into search and data processes.
- Enrichment, indexing, and relevance optimization of data.
- Security, scalability, and performance in Azure.
- Practical scenarios for intelligent knowledge systems.
Prerequisite
Solid basic knowledge of cloud platforms, data structures, and search mechanisms. Knowledge of Azure services and the use of APIs is an advantage.
Target audience
Technically oriented professionals, developers, architects, and roles with responsibility for AI and search architectures.
A clear focus on modern search architectures supports the development of powerful AI applications. The skills taught strengthen the ability to make information usable in a targeted manner and to integrate intelligent systems into digital processes in a secure and scalable way.
- Capacity management
- Understanding search components
- Understanding indexing
- Searching the index
- Use filters and sorting
- Expanding the index
- Create your own skill structure
- Add your own expertise
- Customized text classification
- Individual machine learning skill
- Set forecasts
- Determine knowledge base
- Increase ranking through term boosting
- Increase relevance with scoring profiles
- Optimize index with analyzers
- Expand index to include multiple languages
- Sort results by distance
- Data via Data Factory
- Content via Push API
- Secure access
- Improve performance
- Control spending
- Increase stability
- Monitor operations
- Troubleshoot
- Understand meaning
- Activate semantics
- Use vectors
- Set up search
- Clarify connection
