How to take derivative?

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Find a curve passing through (0,0) and (1,1) that is an extremal of the function

$${\rm J}\left(x,y,y'\right)= \int_{0}^{1}\left[ y'^{\,2}\left(x\right ) + 12\,x\,{\rm y}\left(x\right)\right]\,{\rm d}x$$

I am very confused how to take the derivative:

$$\frac{\partial f}{\partial y} - \frac{d}{dx}\left(\frac{\partial f}{\partial y'}\right) = 0.$$

I got $12x+12y*2y^2=0$, which doesn't seem right. Could someone write out the differentiation?

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$f(x,y,y')=y'^2+12xy$, so you want $12x+(2y')'=0$.