Linear Algebra for Data Science
An identity matrix is a square matrix that has ones on the main diagonal and zeros elsewhere, serving as the multiplicative identity in matrix multiplication. It plays a crucial role in various mathematical operations, ensuring that when any matrix is multiplied by the identity matrix, the original matrix remains unchanged. This unique property makes the identity matrix fundamental in concepts like linear transformations, matrix inverses, and maintaining orthogonality in vector spaces.
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