Jan 19, 2025

Understanding embeddings - how machines see language

Embedding is the concept of representing words, concepts, and sentences so that computers can understand them. It’s fundamental to LLMs, and it also underpins things like semantic search, Netflix recommendations, and Google translate. I want to play around with embeddings a bit to see how they work and how they can be used.

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Jan 21, 2024

Predicting outcomes for passengers on the Titanic with deep learning

The passenger list on the Titanic is a popular dataset for machine learning, so I thought it was a fitting way to start this documentation of my AI experiements.

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