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Dumb, general question: should it really be a surprise that an Introduction course doesn't use all the recent techniques?

I guess I often assume that topics classes like these assume some sort of background in machine learning. Perhaps that's not the case.

LSA and truncated SVDs on a user-item matrix date back to the 1980s, don't they?