Data mining is the process of exploring and analyzing large amounts of raw data to uncover patterns, anomalies, and significant correlations. It allows for the extraction of useful information to guide marketing or sales actions, particularly by analyzing purchasing behavior and relationships between products. This process uses advanced techniques and specialized tools to transform data into actionable insights, thereby facilitating autonomous decision-making by machine learning systems.