Imagine you’re flipping a coin, rolling dice, or counting how many emails arrive in an hour. Each of these situations can be described by a probability distribution — a rule that tells you how likely each possible outcome is. In this chapter, we’ll meet the most important discrete distributions and learn when to use each one. By the end, you’ll have a toolbox for modeling all sorts of real‑world random events that give whole‑number results.