The first few installments of this shall be drawn from (multi-)linear algebra, flat geometry, differential geometry, classical physics, and general relativity. Aside from algebraic and geometric perspectives, combinatorial and representation-theoretic aspects shall also be emphasized. Expect the first few small webpages on this to start to appear in 2025.