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Classroom Contents
BigQuery and BigLake: Real-World Data Products for AI/ML at Scale
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- 1 Agenda
- 2 Data Variety and Velocity
- 3 BigQuery
- 4 Governance
- 5 Object Tables
- 6 BigQuery Omni
- 7 Data is a product
- 8 Data bottlenecks
- 9 Crossfunctional data teams
- 10 Three fundamental tenants
- 11 Key building blocks
- 12 Serverless and scalable capabilities
- 13 Introducing TROL
- 14 Tribe Squat Hierarchy
- 15 Reminders
- 16 What is next
- 17 BigLake Architecture
- 18 Analytical Pipeline Architecture
- 19 ML Pipelines
- 20 Evaluation Framework
- 21 Whats next
