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Runway ML is a machine learning platform that allows users to create, train, and deploy models without extensive coding knowledge. The platform provides a user-friendly interface, enabling users to focus on model development and experimentation rather than worrying about the underlying infrastructure. Runway ML supports a wide range of models, including computer vision, natural language processing, and generative models.