Session
Why are Embeddings So Cool?
Embeddings unlock a ton of exciting possibilities:
- Recommendation Powerhouse: Netflix suggesting movies you'll love? Spotify curating your perfect playlist? That's embeddings at work, matching your taste to similar items.
- Search Beyond Keywords: Ever searched Google for images using another image? That's reverse image search, powered by image embeddings. Embeddings let us find similar items even if they don't share exact keywords.
- Chatbots That Get You: Embeddings help chatbots understand the intent behind your words, enabling more natural and meaningful conversations.
-And So Much More: Embeddings are used in fraud detection, anomaly detection, even predicting when machine learning models become outdated.
David Regalado
VP of Engineering at a Stealth Startup. Passionate about all things data!
Lima, Peru
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