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Section 1: Vectors and Matrices
Section 2: Linear Systems
Section 3: Vector Spaces
Section 4: Fundamental Subspaces
Section 5: Linear Transformations
Section 6: Orthogonality
Section 7: Least Squares
Section 8: Determinants
Section 9: Eigenvalues
Section 10: Diagonalization
Section 11: SVD
2: Dot product and norms
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