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10 pages

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4.5 Singular Value Decomposition

4.4 Eigendecomposition and Diagonalization

3.8 Orthogonal Projections

3.4 Angles and Orthogonality

3.3 Lengths and Distances

3.2 Inner Product

3.1 Norms

2.6 Basis and Rank