Neural Networks, Gradient Descent.
the second derivative can be a negative (due to -64) term. That is the function is not convex for all values of x. Still, we can see empirically in the above graphs that gradient descent finds the minima. However, there is no guarantee. Before we go further we need to understand the concept of