The Euclidean norm, also known as the 2-norm or L2 norm, is a measure of the length or magnitude of a vector in Euclidean space. It is calculated as the square root of the sum of the squares of its components. This concept plays a crucial role in understanding positive definite operators and matrices, as it helps in assessing the geometry of vectors and their transformations under linear operators.
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