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Step — 20. Figure — 21: Finding the second derivative of the Mean Squared Error Step — 22: Now, our goal is to find out whether the equation shown in Step — 21 is > 0 for every value of x or not. If the answer is >0 for each value of x, then it is a convex function. But, if that is not the case,