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Explore the essential components of MLOps and learn how to streamline machine learning operations using Databricks in this 15-minute conference talk. Discover why adopting MLOps practices has become increasingly critical with the rise of AI and understand the various features required for implementing MLOps in large organizations. Learn how modern end-to-end platforms like Databricks eliminate the need to build MLOps infrastructure from scratch by providing comprehensive built-in capabilities. Walk through the key MLOps components and gain practical insights on simplifying your machine learning processes and workflows using Databricks' integrated platform approach, presented by Maria Vechtomova, MLOps Tech Lead at Marvelous MLOps.