A vector can be considered as a 1-column, or 1-row matrix, giving a column or row vector. The dimension is the numbers of components in the vector, any number in theory but mostly 2 or 3 in practice.
You can do matrix algebra with them. I just did it on Mathcad, made a 3x3 matrix M, and...