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Amazon SageMaker is a cloud-based machine learning platform that helps you build, train, and deploy machine learning models quickly and easily. It provides tools and resources for every stage of the machine learning workflow, from preparing your data to deploying your models into production, making it accessible even for those without extensive machine learning expertise.