The rank of a matrix is defined as either:
- the maximum number of linearly independent column vectors in the matrix
- the maximum number of linearly independent row vectors in the matrix
both definitions are equivalent
For an 𝑚✕𝑛 matrix, its maximum rank is 𝑚𝑖𝑛(𝑚,𝑛)