Week 3 - Please explain how we got to this backward propagation result?

That is just an application of the Chain Rule between layer 1 and layer 2. Prof Ng has specifically designed this course not to require knowledge of calculus, so he just presents the formulas and does not show how to derive them. Here’s a thread with links to the derivations.

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