Similarity is a fundamental concept in mathematics and science, referring to the degree of resemblance between two objects, patterns, or sets of data, often used to identify relationships, patterns, or predict outcomes. It is crucial in fields like geometry, where similar figures have proportional sides and identical angles, and in machine learning, where similarity measures help in clustering and classification tasks.