Overview
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Explore a comprehensive analysis of lakehouse design and its integration with AI in this insightful 13-minute talk by Simon Whiteley, a Databricks Beacon and Microsoft MVP. Delve into the challenges companies face when adopting lakehouses and learn how to overcome common pitfalls in layering and zone definition. Discover a mature, production-grade lake design and understand how various AI activities can be effectively overlaid. Gain valuable insights on how lakehouse design works for different AI personas, including AI Engineers, citizen scientists, and experienced data science professionals. Leave with a deeper understanding of how to put the AI back into Medallion Lake Design and optimize your data infrastructure for AI applications.
Syllabus
Putting the AI back in Medallion Lake Design // Simon Whiteley // DE4AI
Taught by
MLOps.community