Epsilons, no. 4: The Gram-Schmidt process

Orthogonalizing bases since 1883

The number one reason why orthogonality is essential in data science: uncorrelating features.

However, the features we are given are rarely such. There are ways to fix this, and the Gram-Schmidt process is one of them.

Here is how it works.