A common use case for machine learning algorithms is in predictive analytics. These algorithms analyze historical data to identify patterns and trends, allowing organizations to forecast future outcomes or behaviors. For example, businesses may use machine learning to predict customer behavior, optimize inventory, or enhance marketing strategies. By leveraging these insights, organizations can make data-driven decisions, improve efficiency, and gain a competitive edge. This application of machine learning is transforming various industries, from finance to healthcare.