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Learn to build and deploy production-grade streaming data applications through a hands-on tutorial focused on the Bakehouse analytics solution. Work with the Cookies dataset from Data+AI Summit 2024 Marketplace to develop a real-time analytics system that leverages streaming data and generative AI for optimizing retail location strategies. Set up streaming analytics pipelines using Delta Live Tables and Databricks Workflows, while implementing CI/CD practices through Databricks Asset Bundles (DABs) and Visual Studio Code integration. Access the complete source code on GitHub and utilize the freely available dataset from the Databricks Marketplace to create production-ready applications with built-in AI capabilities.
