[DOC] Discussion board `blog` post on scalability of out-of-core single-GPU K-means

[cjnolet]

@tarang-jain to plan the content, but the ultimate theme should center around showing how single-GPU k-means can scale out-of-core on a single GPU by training on a dataset that far exceeds the GPU memory.