probability distribution

A probability distribution is a mathematical function that describes the likelihood of different outcomes in a random experiment. It provides a complete description of the probabilities associated with each possible value of a random variable, whether discrete or continuous. Understanding probability distributions is essential in statistics, data analysis, machine learning, and various fields of science and engineering, as they help model uncertainty and make informed predictions.