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Write a program to estimate the parameters for an unknown polynomial using the polyfit() function of the numpy package. Plot MSE versus m, for m

Write a program to estimate the parameters for an unknown polynomial using the polyfit() function of the numpy package.

Plot MSE versus m, for m = 1, 2, 3, 4, 5, 6, 7, 8 respectively. Identify the best choice of m and explain why

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