For some masters programs, they offer Spring admissions, with applications due some number of months earlier. For example, for a Purdue MSE in Mechanical Engineering (Purdue ranks #8 in US), the deadline for fall admission is December 15; for spring admission the deadline is September 15. Every school will have it’s own deadlines.