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still intact. L2 Norm (Euclidean Distance) L2 norm is a mathematical term coming from Linear Algebra and it’s standing for a Euclidean norm which can be represented as follows: Tuning parameter λ The tuning parameter λ serves to control the relative impact of the penalty on the regression