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Amazon's AWS SageMaker is a fully managed service that enables developers to build, train, test and deploy machine learning models at scale. SageMaker Studio is a feature-rich integrated development environment (IDE) for machine learning. Ground Truth uses pre-trained models to automatically label your raw data, significantly reducing the time and effort required to create labeled datasets. Debugger captures real-time metrics during the training process and provides recommendations on best practices for best-practice best-practices for best practices.