Orthogonality
A square wave built entirely out of round ones
Add enough sine waves together and flat tops and vertical cliffs appear from nothing. Almost — there is a 9% overshoot that never goes away, and it is not a bug.
The dot product is a shadow
Multiply the matching coordinates and add them up. That rule explains nothing, and it hides the fact that the answer is a length — how far one arrow reaches along another, times how long that other one is.
The directions a map leaves alone
Almost every arrow comes out of a transformation pointing somewhere else. A few come out pointing exactly where they went in, only longer or shorter. Those few decide nearly everything the map does.
Named alongside it
The objects these essays reach for when they reach for this one.
MatrixBasisCharacteristic polynomialContinuityConvergenceCosineDeterminantDiagonalisationDot productEigenvalueEigenvectorGibbs' phenomenon