What a vector is and how to add and scalar-multiply vectors - Dot products (inner products) and what orthogonality means - Matrices: multiplication, transpose, determinant, inverse - Eigenvalues and eigenvectors: what they are, how to find them for 2×2 and 3×3 matrices - The concept of a basis and c