word2vec: Skip-gram
Skip-gram predicts context words (surrounding words in a window) from a center word. The objective is to maximize P(context∣center).
It amazes me how mathematics establishes the relationship between input embedding (center word) and output embeddings (context word).
#machinelearningmodel #machinelearningfundamentals