Design an internal ML platform for a large organization. What components would you include, and how do you balance standardization with flexibility for diverse use cases?

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An internal ML platform accelerates machine learning adoption across an organization by providing shared infrastructure, reducing duplicated effort, and encoding best practices into reusable components.