for whom familiar with Maximum Likelihood Estimation MLE

when using the Maximum Likelihood Estimation MLE for parameters estimation using

fminunc or fmincon

where the input to this function is the function. Are the functions previously mentioned responsible for the calculation of the gradient of the log-likelihood with respect to each parameter and also the optimization.