Data mining involves analyzing data to extract useful information for organizations to enhance revenue and reduce costs, predominantly used in consumer-focused industries like retail and finance. Walmart employs extensive data mining to manage supplier relationships and optimize inventory by analyzing customer buying patterns. In the future, data mining could advance significantly, potentially revolutionizing fields such as medical research and data analysis.