Build an AI-ready data product natively in Microsoft Fabric. Use OneLake and Delta Lake to shape lakehouse data with Spark, query it through the SQL analytics endpoint, and prepare trusted context for AI experiences. This full-day workshop emphasizes practical architecture choices, engine boundaries, governance, and production-minded patterns for data engineers and architects.

This workshop is designed for intermediate data professionals. Familiarity with SQL and basic data engineering concepts is recommended. Prior Microsoft Fabric experience is helpful but not required. Attendees should bring a laptop and be prepared to work hands-on with Microsoft Fabric, notebooks, Spark, SQL, and AI services. Access requirements and environment setup instructions will be provided before the workshop.