Understanding Neural Network Embeddings

A deep dive into neural network embeddings

I’ve broached the subject of embeddings/embedding vectors in prior blog posts on vector databases and ML application development, but haven’t yet done a deep dive on embeddings and some of the theory behind how embedding models work. As such, this article will be dedicated towards going a bit more in-depth into embeddings/embedding vectors, along with how they are used in modern ML algorithms and pipelines.

A …

data science embedding machine learning network neural network neural networks understanding word embeddings