177: AI-Based Data Cleaning, Data Labelling, and Data Enrichment with LLMs Featuring Rishabh Bhargava of refuel
The Data Stack Show
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Exploring Confidence Level in Data Models
This chapter delves into the concept of confidence level in data models and how it relates to the trustworthiness of predictions. It emphasizes the importance of rigorously assessing confidence, with a focus on language models. The chapter also discusses the use of custom LLMs to generate accurate confidence scores and the iterative process of improving confidence through user feedback.
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