Elementary column operations are fundamental transformations applied to the columns of a matrix that preserve the solutions of the associated linear system. These operations include swapping columns, multiplying a column by a non-zero scalar, and adding a multiple of one column to another, and they are essential in matrix manipulations such as finding the inverse or determining rank.