Abstract: What does it take to get the best model into production? We've seen industry-leading ML teams follow some of the same common workflows for dataset management, experimentation, and model management. I'll share case studies from customers across industries, outline best practices, and dive into tools and solutions for common pain points.
Bio: Carey is the head of product at Weights & Biases. She studied computer science at Stanford and went on to found Carta Healthcare before joining Weights & Biases.