Discrete mathematics encompasses various branches of mathematics that deal with discrete elements using algebra and arithmetic, contributing significantly to reasoning and problem-solving in areas like computer science. Key topics include sets, relations, functions, logic, counting theory, probability, and graph theory. It focuses on distinct values and is increasingly applied in practical scenarios.