Probability is the chance that something will happen or the likelihood of an event. It is measured by the number of favorable outcomes divided by the total number of possible outcomes. Some key contributors to the development of probability include Buffon, Kerrich, and Pearson who performed coin toss experiments to determine experimental probabilities. Probability is used in various real-life domains like weather forecasting, insurance policies, sports strategies, and medical decisions.