Curve fitting for linear and cubic polynomial

Objective: 1. a) Popt: Its a kind of array which gives the Optimal values for the parameters so that the sum of the squared residuals of f(xdata, *popt) - ydata is minimized. In simple language popt represents the coefficients defined in the function Ex. def func ( a,b,c) here a,b,c are the coefficients…