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compare amazon sagemaker to tensorflow.
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amazon sagemaker is a cloud-based machine learning platform that allows users to build, train and deploy machine learning models. it automates the model-building process and provides access to managed data processing and model hosting services. tensorflow is a machine learning library mainly used for deep learning. it can be used to develop complex neural network models, but it requires users to have a deep understanding of its operations and to manually build, train, and deploy models. amazon sagemaker simplifies the process, whereas tensorflow provides more flexibility and control.
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