Elizabeth Ramirez🇨🇴

Elizabeth Ramirez

Principal Software Engineer @ The Consello Group

Principal Software Engineer, Electrical Engineer and Master in Applied Mathematics, with 17+ years of experience in Computational and Data Science and Engineering.

The Mathematics Behind Embeddings: Going Beyond the APIs

Embeddings, the representation for massive datasets we see everywhere today, are the foundation for training transformer architectures that power generative AI applications. We aim to explain why it is important to understand the key mathematical concepts behind embeddings.

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