The trace of a square matrix is the sum of its diagonal elements. This simple yet powerful concept connects to various aspects of linear algebra, especially in understanding eigenvalues, linear transformations, and data science applications. The trace can be used to derive important properties of matrices and offers insights into the behavior of linear transformations in multiple dimensions.
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