A probability measure is a mathematical function that assigns a non-negative real number to subsets of a given sample space, representing the likelihood of events within a probability space. It satisfies the axioms of probability, ensuring that the measure of the entire sample space is one and that the measure of the union of mutually exclusive events is the sum of their measures.