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See this: What is the Jacobian, how does it work, and what is an intuitive explanation of the Jacobian and a change of basis?

Consider a function $f(x,y)$. The differential $df$ is given by: $df = \frac{\partial f}{\partial x} dx + \frac{\partial f}{\partial y} dy$
This looks a lot like the gradient equation: $\nabla f = \frac{\partial f}{\partial x} {i} + \frac{\partial f}{\partial y}{ j}$

This is the basic idea behind the Jacobian (and differential forms) - that a differential can be viewed as a sort of vector, with its components being given by the partial derivative terms and the ‘basis’ as the differentials of the independent variables - $dx$ and $dy$.
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How did he obtain: $df = \frac{\partial f}{\partial x} dx + \frac{\partial f}{\partial y} dy$ ?

user366312
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