This course is specifically designed not to require any knowledge of Calculus, so Prof Ng does not show the derivations of any of the gradients. Here’s a thread with some links to websites that cover these topics.
Here’s another thread which gives some derivations involving calculus, although it does not address the dZ^{[2]} formula.