Word Embeddings Explained: Word2Vec vs. GloVe (Skip-Gram, CBOW, & Math)
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YouTubeAI Academy
Word Embeddings Explained: Word2Vec vs. GloVe (Skip-Gram, CBOW, & Math)
Word embeddings are the foundation of modern NLP! This deep dive breaks down the two most important techniques: Word2Vec and GloVe. Learn how Word2Vec uses neural networks (CBOW & Skip-Gram) to learn from local context, while GloVe uses matrix factorization and global statistics. We explain why 'King - Man + Woman = Queen' works, cover the ...
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