Data Science

GloVe and fastText Clearly Explained: Extracting Features from Text Data

How are they better than Word2Vec?

Table of Contents
🧤 GloVe
  ⚙️ The Basics
  🧮 Cost Function Derivation
  🔮 Final Prediction
  🪙 Advantages & Limitations
⏩ fastText
  📚 Skip-gram reviewed
  📈 Improving Skip-gram
  🆚 fastText vs Word2Vec
🚀 Summary

In most cases, Word2Vec embedding is better than the bag of words representation of…