Probability is the mathematical framework that helps us measure the likelihood of an event occurring.Probability plays a vital role in exploring datasets, identifying patterns, and building predictive models in data science.Essential terms in probability include random experiment, outcome, sample space, sample point, and event.Probability events form the basis of understanding uncertainty, patterns, and relationships in datasets.