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Putting the AI Back in Medallion Lake Design

Offered By: MLOps.community via YouTube

Tags

Data Lakes Courses Data Science Courses Big Data Courses Cloud Computing Courses Databricks Courses MLOps Courses Data Analytics Courses AI Engineering Courses Medallion Architecture Courses

Course Description

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

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