⚙️ Word2Vec vs. GloVe 🧠 – Context vs. Co-occurrence #ai #nlp #searchengine #recommendations

⚡ Word2Vec — Learns meaning from nearby words. Great for sequential data and capturing local context. Powered by neural networks.
📊 GloVe — Learns from word co-occurrence across the corpus. Perfect for capturing global statistics and relationships.

Use Word2Vec when:
– You need context-sensitive embeddings
– You work with streaming or dynamic text

Use GloVe when:
– You want fast, global representations
– You're working with a large, static corpus