An algebra over a field is a vector space equipped with a bilinear product, allowing for both scalar multiplication and vector multiplication. This structure generalizes the concept of a vector space by introducing a multiplication operation that is compatible with the field's operations, thus enabling the study of more complex algebraic structures such as rings and algebras themselves.