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*(Abridged — Steps 1, 2 and 6 shown.)* **Step 1 — Skill tree** ``` Foundations (must come first) ├─ Vectors: notation, addition, scaling, dot product [low] ├─ Matrices as data vs. matrices as transformations [low] └─ Matrix multiplication, transpose, inverse [medium] Core ├─ Linear independence, span, basis, rank (needs: vectors, matmul) [medium] ├─ Orthogonality and projection (needs: dot product) [medium] └─ Solving Ax = b; l
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