How to Operationalize Knowledge for Data-Centric AI

Explore the philosophy and practical implications of data-centric AI in this 19-minute conference talk by Snorkel AI CEO and co-founder Alex Ratner. Delve into the critical role of data in AI systems and the challenges posed by unstructured and messy data. Discover how Snorkel's data-centric AI platform helps organizations operationalize knowledge, encode expertise, and leverage existing ontologies to programmatically label unstructured data. Learn about techniques for quickly generating massive training datasets for modern AI applications. Gain insights into the practical implementation of data-centric AI approaches and their potential impact on various industries.