I need help solving the question below. The question is to be solved in either C++ or Python. However, I want to understand the math behind the Bernoulli Sequence and the code So please provide an explanation to the answer both in Math and in Code. DO NOT COPY THE ANSWER FROM SOMEWHERE ELSE. Thank you in advance

For problems (1-2), provide the complete programming codes you use as an Appendix to the submitted solutions. Solutions of Problem (3) may be presented as an Excel Sheet. Problem (2): (25 points) Generate two different random sequences X and Y representing the throws of one 6 -sided die. The first sequence X is for a fair die (P(i)=1/6 for i=1..6). The second sequence Y is for an unfair die (P(1)=1/4,P(2)=P(3)=P(4)=P(5)=1/8,P(6)=1/4). Each random sequence will be of length N=10000. - Compute the PMF's P(X) and P(Y) for the two sequences and plot them as bar charts. - Compute the entropies H(X) and H(Y) of the two sequences and compare your results with the theoretical entropies expected