Question: what is the difference between ols and maximum likelihood?
Answer: Both are used to estimate the parameters of a linear regression model . OLS estimator needs no stochastic assumptions to provide its distance-minimizing solution but need assumptions for justifying that the estimator is BLUE, while MLE starts by assuming a joint probability density/mass function.