The Grassmannian is a mathematical space that parametrizes all linear subspaces of a given dimension within a vector space, playing a crucial role in algebraic geometry and representation theory. It provides a geometric framework for understanding linear algebraic concepts and has applications in areas such as quantum mechanics and computer vision.