are row rank and column rank alway equal and no exceptions?
Are there any cases when the row-rank and column rank of a matrix can not be equal? Or are they equal under all circumstances?
I understand the proof that they are equal but was wondering if there are any special cases when they are not equal.
They are always equal. That's a basic theorem in Linear Algebra. You will find a proof here, for instance.