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Understanding Neural Network Embeddings
A deep dive into neural network embeddingsPhoto by Nick Hillier on Unsplash
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.