Row reduction, also known as Gaussian elimination, is a method used in linear algebra to simplify matrices to row-echelon form or reduced row-echelon form, which can be used to solve systems of linear equations. It involves performing a series of operations on the rows of a matrix to systematically eliminate variables and simplify the matrix structure.