Predictive analytics is a powerful tool for uncovering hidden patterns and relationships within data, enabling the prediction of future outcomes. This article provides an overview of the tools used for predictive analytics, ranging from traditional statistical modeling techniques to modern data mining and machine learning frameworks. AutoML platforms are also emerging, allowing non-experts to engage in predictive modeling with minimal effort.