Predictive analysis is a process of using data, statistical algorithms and machine learning techniques to identify the likelihood of future outcomes based on historical data. This research area involves the use of various statistical and analytical models to predict trends, patterns, and behavior in data to help organizations make informed decisions and plan for the future. It is widely used in industries such as finance, marketing, healthcare, and retail to forecast customer behavior, optimize business processes, and improve decision-making. Predictive analysis aims to uncover insights and patterns in data to help businesses anticipate and prepare for future events.