$1)$What is linearly independent solution? Why it is depend on rank of matrix?
(Linearly independent solution = no of rows of matrix- rank of matrix) $I=N-R$
$2)$ Why for unique solution of a matrix , determinant of matrix need to be nonzero?
What should be determinant value for infinite solution?