The Bernoulli Distribution is a discrete probability distribution for a random variable that takes the value 1 with probability p and the value 0 with probability 1-p, representing a single trial of a binary outcome experiment. It is the simplest form of a binomial distribution and is foundational in probability theory and statistics for modeling success-failure scenarios.