Explore how open source Metaflow is revolutionizing ML systems in this 39-minute talk from Data Council, featuring real-life examples from Netflix, 23andMe, and Goldman Sachs. Dive into the impact of Generative AI on existing applications and its role in creating new user experiences. Learn how Metaflow facilitates the development of innovative AI-powered systems requiring complex data engineering and model training. Gain a comprehensive understanding of the evolving ML landscape, including increased compute demands and insights from Outerbounds' experiences with large-scale AI use cases in healthcare, finance, and entertainment. Discover the concrete benefits of Metaflow for data scientists, engineers, and AI enthusiasts alike.
Overview
Syllabus
Beyond MLOps: Building AI systems with Metaflow
Taught by
Data Council
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