Data mining refers to the process of analyzing large sets of data to discover patterns, relationships, and insights. In the field of data analysis, it involves using algorithms and statistical methods to extract meaningful information that can inform business decisions or research. Techniques include clustering, classification, and regression, which help uncover hidden trends integral to optimizing operations, improving customer experiences, and enhancing overall decision-making processes.