Embeddings: meaning as coordinates
The idea: More dimensions = more nuance; an embedding is a learned coordinate list.
What you'll be able to do: You can explain what a word embedding is and read an analogy as vector math.
The problem it solves: A 2-D map can't cleanly separate king / queen / man / woman.
Builds on: Words have no math
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