The Frobenius Norm (sometimes misspelled as Forbenius Norm ) is one of the most commonly used norms in linear algebra. It provides a simple yet powerful way to measure the overall “energy” or “magnitude” of a matrix by summing up the squares of all its entries. Think of it as the matrix version of the Euclidean norm for vectors.