Groups
Category
Matrix norms measure the size of a matrix in different but related ways, with Frobenius treating entries like a big vector, spectral measuring the strongest stretch, and nuclear summing all singular values.
Linear algebra studies vectors, linear combinations, and transformations that preserve addition and scalar multiplication.