Please answer the following question. Please answer in detail with explanation. Note that the solution space for the question is large and hence, the answer is meant to be long.

2 MLE with Exponential Family [1 pt] Exponential family distribution has the form P(x|0*) = h(x) exp(0* 4(x) - A(0*)). It might look unfamiliar but in fact many well-known distributions including Gaussian, Bernoulli, Geometric and Laplace distributions belong to this family. Suppose we are given n i.i.d samples Xn = {X1, X2, ..., n} drawn from the distribution P(x|0*), derive the Maximum Likelihood Estimator OMLE for this true parameter 0*. Here A and A' are some functions that you can assume are invertible