Predictive analytics is a branch of data analysis that uses statistical techniques and machine learning algorithms to analyze historical data and make forecasts about future events. By identifying patterns and trends within data, predictive analytics helps organizations anticipate potential outcomes and make informed decisions. Common applications include predicting customer behavior, optimizing marketing strategies, detecting fraud, and improving operational efficiency. By leveraging data-driven insights, businesses can proactively address challenges and capitalize on opportunities.