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Machine Learning on Amazon Machine Learning Amazon Machine learning service is a full automated and easy tool to use. It automatically chooses the appropriate machine learning algorithm for you and trains the machine learning model. Placing minimal responsibilty on user’s hand, it provides quick results without much hassle. Machine Learning on Microsoft Azure Machine Learning Studio Microsoft Azure Machine Learning Studio is an easy drag and drop cloud tool that enables you to perform machine learning at scale. It allows you to upload your own custom data-set and perform supervised or unsupervised machine learning tasks on it.