Embedding layer

A special hidden layer that trains on a high-dimensional categorical feature to gradually learn a lower dimension embedding vector. An embedding layer enables a neural network to train far more efficiently than training just on the high-dimensional categorical feature.¹

Footnotes

1. developers.google.com/machine-learning/glossary#embedding_layer