Probability Theory, Conditional Probability, Bayes Theorem, Mathematics.
named after the 18th-century mathematician Thomas Bayes, provides a method for updating the probability of an event based on new evidence. This theorem plays a pivotal role in statistical inference and is highly influential in modern machine learning and artificial intelligence. In this article, we