(3 pts) P8-3: Consider you are representing the neural networks with the computational graph, shown in Figure 5. When the activation function is sigmoid, provide the representation for $\frac{dL}{dz^{[2]}}$. (with a and y)
$z^{[1]} = W^{[1]}x + b^{[1]}$
$a^{[1]} = \sigma(z^{[1]})$
$z^{[2]} = W^{[2]}x + b^{[2]}$
$a^{[2]} = \sigma(z^{[2]})$
$L(a^{[2]}, y)$
Figure 5: Computational Graph Representation of Neural Network