probabilistic techniques

Probabilistic techniques involve using mathematical methods to analyze and make predictions about uncertain events. Instead of providing definite answers, they estimate the likelihood of different outcomes based on available data and patterns. These methods help in decision-making processes where uncertainty exists, such as weather forecasting, risk assessment, or machine learning. By quantifying the chances of various results, probabilistic techniques enable more informed and nuanced judgments, acknowledging variability and randomness inherent in complex systems.