Symbolic computation involves manipulating symbols and expressions rather than just numbers. It allows computers to handle mathematical expressions in a way that mimics human intuition—performing algebraic transformations, solving equations, and reasoning about abstract structures. This approach is essential in fields like artificial intelligence, where developing systems that reason about knowledge often requires operating on symbols and symbolic representations.