Understanding Embeddings
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Join us as Simeon Franklin presents: Understanding Embeddings
It's been more than 10 years since Word2Vec was described but the idea - that Embeddings are words converted into meaningful numbers that represent the ideas attached to the words - continues to underpin many AI and LLM applications. All software developers should have a high level understanding of how embeddings are learned, what they represent, and their potential applications.
Trigger Warning: No code will be harmed in this presentation but there may be some math