K Means, Kernel Trick, Clustering, Unsupervised Clustering, Data Science.
because it appears in the objective function of K-Means (remember the XᵀX). The matrix storing these dot products is termed the kernel matrix and has the dimension NxN. This was a straightforward example where the higher dimension we projected x into wasn’t that large. But using the kernel trick