Dataset Cartography: What Capital One Monitors to Better Manage AI Training Data
Snorkel AI via YouTube
Overview
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Explore dataset cartography and its significance in managing AI training data through a 20-minute conference talk by William Huang, senior data scientist at Capital One. Gain insights into how Capital One leverages this technique to enhance their data science practices. Delve into the key concepts presented at the Future of Data-Centric AI 2022 event, and understand how dataset cartography contributes to more effective AI model development. Access the full transcript for a detailed breakdown of the discussion and discover related videos to further expand your knowledge in data science and AI applications in the financial sector.
Syllabus
What Capital One Monitors to Better Manage AI Training Data
Taught by
Snorkel AI