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Learn how to build AI-driven applications at scale using Cosmos DB in Microsoft Fabric through this advanced conference talk from Microsoft Ignite 2025. Discover the scale-out architecture and low-latency performance capabilities that enable real-time analytics and AI applications. Explore integration patterns across the Microsoft ecosystem through practical OpenAI case studies and understand how to simplify data access without requiring additional middleware layers. Master the implementation of seamless data integration using Medallion architecture with Fabric Zero ETL, and leverage Cosmos DB with Apache Spark for high-performance real-time analytics. Gain hands-on experience creating interactive reports to visualize pricing-review correlations, analyzing review scores and price trends, and developing customer correlation strategies. Learn to implement collaborative filtering algorithms, blue-green deployment strategies, and User data functions while utilizing Notebooks to build, test, and deploy AI-enabled applications in real-time. Understand how to combine vector search capabilities with Cosmos DB to deliver personalized, high-performance user experiences and develop update price functions for dynamic pricing strategies.
