Acceleration as a function of displacement

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Woolyabyss
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In one my classes my lecturer showed us the following derivation of acceleration as a function of displacement

dv/dt = v(dv/dx) = d(.5v^2)/dx

I understand how to get from the first to the second part. But I'm not sure how he got from the second part to the third. Its almost like he integrated v dv on the right hand side?

Any help would be appreciated.
 
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Oh so you're really just reversing the chain rule