Question: #Given the data below try to fit the data by 1 - Linear Function 2 - Second degree polynomial function 3 - Third degree polynomial

#Given the data below try to fit the data by

1 - Linear Function 2 - Second degree polynomial function 3 - Third degree polynomial function 4 - Exponential function

Show your results on a plot and also for each fit function write your parameters on the screen (explaining which function you used and what are the returning parameters).

Draw a plot which includes both the given data and resulting fit functions. The plot should include - Name of the plot - Labels of the axis - Legend

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import numpy as np

x = np.arange(-10, 10, 0.2) y = [17.04550664, 16.8692958 , 16.97776091, 17.10458855, 16.70539128, 16.65810917, 16.97396422, 16.76525952, 16.47198979, 16.62896536, 16.38279055, 16.33779643, 16.43524622, 15.9605478 , 15.95500468, 16.14474514, 16.01227655, 16.23575385, 15.94977848, 15.8078146 , 16.34270618, 15.9641272 , 15.98289508, 15.64494371, 15.78191372, 15.87426077, 15.58354874, 15.85093963, 15.61810245, 15.64269543, 15.54386695, 15.99820443, 15.58895264, 15.34437237, 15.6850416 , 15.241334 , 15.49259412, 15.02455113, 15.11685334, 15.38820646, 15.46320607, 15.31679651, 15.22673155, 15.1573038 , 14.88980524, 15.00984445, 15.03030457, 15.30278805, 15.12932768, 14.67754247, 15.06481679, 14.89313305, 14.80521162, 15.03367186, 15.08856822, 15.0399443 , 14.6574501 , 14.73533898, 14.83560173, 14.93690258, 14.61867741, 14.65037061, 14.43949432, 14.39504497, 14.77057987, 14.85337193, 14.54202934, 14.73170103, 14.57813784, 14.35185345, 14.52847138, 14.73936005, 14.40039119, 14.69652954, 13.83593456, 14.50078285, 14.33056417, 14.23033701, 14.28570338, 13.84727692, 14.17852028, 14.27176338, 14.47402592, 14.05311716, 13.97361225, 14.01371286, 14.2761094 , 14.13795321, 13.94563219, 14.13382411, 14.03037565, 14.18467975, 13.83072984, 13.88599485, 13.85368763, 13.62018147, 13.95307499, 13.92721786, 13.85737287, 13.79096176]

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