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AI-200 Learn

Develop AI solutions by using Azure data management services, 30–35% of the exam

Enhance AI solutions with Azure Managed Redis

Learn how to use Azure Managed Redis to enhance your AI solutions, including caching strategies, data operations, event messaging, and vector storage.

Start with Explore Azure Managed Redis
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Implement data operations in Azure Managed Redis

Learn how to implement data operations in Azure Managed Redis. Covers Azure Managed Redis features, client library best practices, and how to store and retrieve data efficiently.

  1. Explore Azure Managed Redis
  2. Client libraries and development best practices
  3. Implement data operations
  4. Exercise - Perform data operations in Azure Managed Redis

Implement event messaging with Azure Managed Redis

Learn how to implement event messaging with Azure Managed Redis, including pub/sub for broadcasting notifications and Redis Streams for reliable async task processing.

  1. Publish and subscribe to events with Redis pub/sub
  2. Implement task queues with Redis Streams
  3. Choose between broadcast and coordinated distribution
  4. Exercise - Publish and subscribe to events in Azure Managed Redis

Implement vector storage in Azure Managed Redis

Learn how to implement vector storage and similarity search in Azure Managed Redis. Covers creating vector indexes, querying embeddings, choosing vector types and indexing strategies, and selecting optimal data structures for AI applications.

  1. Index and query vector data
  2. Choose vector types and indexing strategies
  3. Optimize Redis data structures for vector storage
  4. Exercise - Implement semantic search in Azure Managed Redis