Confused at how the formula of dz in hidden layer was deducted

Course Q&A Deep Learning Specialization Improving Deep Neural Networks: Hyperparameter tun
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Hi @Yang_Wang1, here, we are using simple mathematics to calculate the loss while moving forward to build NN and checking the same loss again while doing the backprop. Here’s a thread that could provide you a clarity. Thanks!