Predictive analytics relies on historical data to make predictions about future trends, risks, and opportunities. Machine learning models like regression analysis, decision trees, and neural networks are key tools in this process. Predictive analytics uses data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes. This method is reshaping how businesses make decisions by providing data-driven insights and foresight.