Orthonormal Matrix | Linear Algebra prerequisites

This is quick mini series teaching the prerequisites needed for optimization theory. I cover the definition of an orthonormal matrix. An orthonormal matrix is one where it's columns are all orthogonal to each other and the 2-norm of each column is 1. An orthogonal matrix is a square orthonormal matrix