Prediction is the act of forecasting future events or results based on current data, historical trends, or established scientific models. It constitutes a fundamental aspect of numerous fields, including meteorology, economics, medicine, and artificial intelligence. In finance, predictions facilitate decision-making processes by estimating market trends. In terms of weather forecasting, it helps prepare for potential disasters. Meanwhile, in healthcare settings, predicting patient outcomes enables personalized treatment strategies. Significantly in the digital age, machine learning algorithms utilize predictive modelling to anticipate user behaviors or system abnormalities with remarkable precision and speed. As an indispensable tool across various disciplines, prediction underscores the essence of proactive planning and risk mitigation in an inherently uncertain world.