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A few comments on Chapter 12 PDF:

* In the diagram for boxes 21/22/23, in the right hand side, the fraction says dZ/dW2, while it should say dZ/dW3 because W3 is changing. In the same fraction, the value for the denominator of the fraction is already filled in, while it should be blank and should be labeled as box 22.

* In the diagram for boxes 26/27/28, the top dotted horizontal arrow starts from W1 and ends at W1, while it should start at W3 and end at W3.

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