In mathematics, especially in probability theory and statistics, probability distribution represents the values of a variable that holds the probabilities of an experiment. In machine learning and data science, there is a huge use of probability distribution. In the context of machine learning, we are required to deal with a lot of data and the process of finding patterns in data acquires a lot of studies depending on the probability distribution.