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A Primer on Matrix Calculus, Part 2: Jacobians and other fun
Vector5y30

3blue1brown touches on that way of thinking about functions/derivatives in this video 

(very similar to Khan academy video linked in the article)
 

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A Primer on Matrix Calculus, Part 1: Basic review
Vector5y10

In this paragraph:

 

>In single variable calculus, the chain rule can be written as ddxf(g(x))=f′(g(x))g′(x). In the multivariable case, for a function f:Rk→R, we write ddxf(g(x))=∑ki=1ddxgi(x)Dif(g(x)) where Di is the partial derivative of f with respect to its ith argument. This can be simplified by employing the following notation, which uses a dot product: ddxf(g(x))=∇f⋅g′(x).

 

What does gi() stand for? 
My understanding that g maps g:Rm→Rk and gi indicates i-th element of a vector that g produces.
 

Is that the right way to think about it?

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