Use NumPy notebook to calculate the following

ete 1. Calculate the derivatives of the following functions: (a) f(x) = 3x2 + 4.C + 6 (b) tanh(z) = c) Use chain rule to calculate the derivative of the function f(tanh(x)). 2. Calculate the partial derivative of the following functions: (a) f(,y) = Iny+x + y. Calculate and (b) Let 91(11,12) = 21 + 2x2 and 92(21, 12) 2.11 - 12. Calculate 11,4291 and 21,2292. (c) Calculate the Jacobian matrix for the above 91, 92. ete 1. Calculate the derivatives of the following functions: (a) f(x) = 3x2 + 4.C + 6 (b) tanh(z) = c) Use chain rule to calculate the derivative of the function f(tanh(x)). 2. Calculate the partial derivative of the following functions: (a) f(,y) = Iny+x + y. Calculate and (b) Let 91(11,12) = 21 + 2x2 and 92(21, 12) 2.11 - 12. Calculate 11,4291 and 21,2292. (c) Calculate the Jacobian matrix for the above 91, 92