Embeddings

Artificial intelligence gives words a place in space. She turns them into vectors, so meaning can be measured by distance. These lessons show how she builds her embeddings.

• Classic word embeddings – Representing words as fixed vectors.
• Global vector embeddings – Word embeddings based on global co-occurrence statistics.
• Contextual embeddings – Word meanings that change with context.