The Poisson Process is a statistical model that describes events occurring randomly over a fixed period of time or space. It is particularly useful for modeling rare events and has a constant mean rate. The Poisson Process is characterized by its rate parameter, often denoted by λ (lambda), which represents the average number of events in a given time interval.