Clustering is an unsupervised machine learning technique that organizes data into groups, or clusters, based on similarity. It identifies inherent patterns without predefined labels, allowing the detection of natural groupings within data. This method is widely used in customer segmentation, image analysis, and pattern recognition to uncover insights and structure in unlabeled datasets.