The term 'data mining' refers to the process of discovering patterns, trends, and valuable information from large datasets using techniques from statistics, machine learning, and database systems. Data mining helps organizations make informed decisions, optimize operations, and predict future outcomes by extracting insights from structured and unstructured data, thereby transforming raw data into actionable knowledge.