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01 ·Linear Algebra·FREE·9 min read Linear Algebra for AI — What Vectors and Matrices Are Actually Doing You will never compute a determinant to read an AI paper. What you do need is two ideas: a vector is a coordinate where meaning lives, and a matrix is a machine that carries coordinates somewhere else. From why a dot product means similarity to reading the attention equation symbol by symbol.