Vector Norms
A Norm of a vector \(\vec{v}\) describes the magnitude or size of a vector. It is usually denoted as \(||\vec{v}||\).
There are a few common norms worth discussing.
Eucledian Norm (L2 Norm)
Let's consider a vector v = [3, 4] we can calculate the Eucledean norm as,