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Amazon SageMaker is a fully managed machine learning service provided by Amazon Web Services (AWS). It allows developers and data scientists to build, train, and deploy machine learning models at scale. With SageMaker, users can easily access pre-built machine learning algorithms and frameworks, or they can bring their own custom algorithms. It provides a range of tools and features to streamline the entire machine learning workflow, from data preparation to model deployment. SageMaker also offers automated model tuning and scaling capabilities, making it easier to optimize and manage models efficiently. Overall, Amazon SageMaker simplifies the process of developing and deploying machine learning models on AWS infrastructure.

The main products of Amazon SageMaker are machine learning notebooks, model training and hosting, and automated model tuning.