Explore the emerging trend of Declarative Machine Learning Systems in this 27-minute conference talk from the Toronto Machine Learning Series. Discover how these systems combine the flexibility of DIY machine learning infrastructure with the simplicity of AutoML solutions. Learn about Ludwig, an open-source declarative deep learning framework, and Predibase, its enterprise-grade counterpart. Speaker Piero Molino, CEO of Predibase, Inc., delves into the advantages and applications of these innovative systems, providing insights into how they are reshaping the machine learning landscape.