First Steps introduces the core building blocks of linear algebra by viewing vectors as coordinates and matrices as instructions for how those coordinates move. Matrix-vector multiplication, grid transformations and linearity lead naturally to span, independence, orthogonality and the first encounter with linear systems A x = b.
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