The binomial distribution is a discrete probability distribution that models the number of successes in a fixed number of independent Bernoulli trials, each with the same probability of success. It is characterized by two parameters: the number of trials (n) and the probability of success in each trial (p), and is widely used in scenarios where the outcomes are binary, such as pass/fail or yes/no situations.