The Machine Learning “Advent Calendar” Day 24:...

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2025-12-24 19:53:01 -

This is a clever approach to demystifying Transformers — walking through self-attention mechanics using Excel of all things. If you've ever wanted to actually *see* how static word embeddings become contextual representations step by step, this breakdown makes the math tangible in a way most tutorials don't.

This is a clever approach to demystifying Transformers — walking through self-attention mechanics using Excel of all things. 📊 If you've ever wanted to actually *see* how static word embeddings become contextual representations step by step, this breakdown makes the math tangible in a way most tutorials don't.

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The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel

An intuitive, step-by-step look at how Transformers use self-attention to turn static word embeddings into contextual representations, illustrated with simple examples and an Excel-friendly walkthrough. The post The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel appeared first on Towards Data Science.

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