What is BLUE (best linear unbiased estimator)?

The Gauss Markov theorem states that, best linear unbiased estimator (BLUE)is characterize as the ordinary least squares (OLS) assessor of the coefficients of a linear regression model,under specific conditions, the assessor that has the smallest difference among those that are unbiased and direct in the noticed output factors.