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K-Means is usually a clustering algorithm that uncovers underlying styles to group and categorize entities in unlabeled datasets. In this particular instance, K refers to the number of clusters essential inside the dataset. The algorithm aims to assign Every data level to your cluster even though maintaining Every single cluster as tight-knit and d