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Linear Algebra 6.3.1 Orthogonal Decomposition Theorem
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If you have a subspace of R^n, any vector in R^n can be decomposed into a part that is in that subspace and a part that is perpendicular to that subspace. This video discusses how to do that decomposition.
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