Random matrix theory is a field of mathematical physics and statistics that studies the properties of matrices whose entries are random variables. It investigates the statistical distributions of eigenvalues and eigenvectors of such matrices, particularly in the limit of large dimensions, and is significant for modeling complex systems across various disciplines where detailed deterministic descriptions are intractable.