A complex matrix is defined as one whose elements may include complex numbers, which means real matrices are also considered complex since they are contained within the set of complex matrices. The discussion clarifies that Hermitian matrices are indeed a subset of complex matrices, but they do not form a vector space over the complex numbers due to the nature of their multiplication. A participant expressed confusion regarding the relationship between a linear map and Hermitian matrices in a specific expression, leading to a deeper exploration of the definitions. Ultimately, the participant resolved their issue, realizing their concerns were unnecessary. The conversation highlights the nuances of matrix classifications and their implications in mathematical expressions.