Curve fitting

Objective: Problem 1: What does popt and pcov mean? Solution: popt is an array of optimal values for the parameters which minimizes the sum of squares of residuals. 2. pcov is a 2d array which contains the estimated covariance of popt. The diagonals provide the variance of the parameter estimate. Problem 2: What…