Overview
Discover how programmatic data development is revolutionizing enterprise AI specialization in this 27-minute talk by Elena Boiarskaia, Head of Applied Machine Learning at Snorkel AI. Learn about the transformation from disconnected, manual data tasks to a streamlined, strategic development process. Explore how a programmatic approach enables efficient management, curation, and labeling of data at scale, accelerating production AI and aligning models with unique business criteria. Understand the critical importance of this approach in sectors like banking and healthcare, where accuracy is paramount. Gain insights into how Snorkel's data development platform empowers AI teams to build and release high-quality custom training data sets faster, turning data chaos into a cohesive AI strategy.
Syllabus
Turn Data Chaos into AI Strategy with Programmatic AI Data Development // Elena Boiarskaia // DE4AI
Taught by
MLOps.community