The Poisson distribution is widely used in artificial intelligence (AI) and machine learning. In Bayesian inference, probability distributions often help solve problems that would otherwise be difficult to address. A specific application is Poisson regression, a type of regression analysis designed for modeling count data. For instance, Poisson regression can be used to estimate the frequency of catching a cold after flying or predict the number of emergency service calls during an event.