S. M. Masharsky On the Least Squares Method over Equally Spaced Points Abstract A problem of the best mean square polynomial approximation of functions defined on a grid {0,1,...,n} is considered. It is shown that Chebyshev's method for solving the problem can be improved provided that Clenshaw sceme for computing the values of the best approximating polynomial is used.