The Frobenius Norm is a matrix norm that is equivalent to the Euclidean norm for vectors, calculated as the square root of the sum of the absolute squares of its elements. It provides a measure of the magnitude of a matrix and is widely used in numerical linear algebra due to its simplicity and computational efficiency.