brain of matpalm

i’ve been trying to get a deeper understanding of latent semantic analysis for awhile now.
last week i came to the conclusion the other way to truly understand would be to start from the ground up
so here goes; mat’s guide to latent semantic analysis via the singular value decomposition (for dummies)