Data mining is the process of extracting useful information from large datasets to identify trends, patterns, and insights for data-driven decisions in business. It involves complex mathematical algorithms and can encompass various types such as text, web, and video mining, typically utilizing data from relational databases and data warehouses. The ultimate goal of data mining is to transform raw data into actionable information for effective decision-making and revenue generation.