Boolean algebra is the branch of algebra used in digital circuits and computers to represent logical operations using binary values of 1 and 0. It has laws like commutative, associative, and distributive laws that define how logical operations like addition and multiplication are performed. Boolean algebra is applied in computer logic circuits and allows computers to perform logical operations that process binary data.