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: machine learning Unsupervised learning, generally known as unsupervised machine learning, employs machine learning algorithms to research and cluster unlabeled datasets. These algorithms explore concealed styles or facts groupings with no need for human intervention.—Evaluated with regard to known information, an uninformed (unsupervised) proce