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Linear Algebra Example Problems - Subspace Dimension #2 (Rank Theorem)
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The last few videos on the play list have examined the null space, column space, and row space of a matrix. We found the dimension of each of these subspaces by explicitly constructing a basis and then counting the number of basis vectors to determine the subspace dimension.
The Rank Theorem quantifies the relationships between various subspace dimensions of a matrix. For example, the column space and row space must always have the same dimension which is referred to as the "rank" of a matrix. Also, the rank of an mxn matrix and the dimension of its null space must always sum to n.
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