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Exemple application: Foundation Models for Data Analytics
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Classroom Contents
Foundation Models in the Modern Data Stack - Part 2
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- 1 Intro
- 2 What are foundation models?
- 3 The modern data analytics stock
- 4 Exemple application: Foundation Models for Data Analytics
- 5 Exemple application: Foundation Models for Data Cleaning
- 6 Exemple application: Foundation Models for Data Linkage
- 7 Solution: Model distillation
- 8 Prompt Brittleness
- 9 Caveat 2 Solution: Robust prompt engineering
- 10 Lack of domain-specific knowledge
- 11 Caveat 3 Solution: Model customization with domain specific data
