Machine Learning, Mathematics, Linear Algebra, Physics.
which outputs a positive value denoting its length or magnitude to every vector in a vector space (except a zero vector). It usually denoted as ||x||. The equation above is the generic definition of a norm. By assigning values in p, we see few known instances. For p=1, it is the absolute-value norm