Understanding Vector Calculus

One of the best resources I’ve found on what is quite commonly considered a terrifyingly difficult field of study is a paper written from a mathematical first principles perspective on what exactly vectors are. Found here: http://www2.eng.cam.ac.uk/~alj3/vc.pdf

This is the key diagram showing the conventional notation describing an arbitrary vector in standard XYZ 3-space:

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