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Natural Language Processing

NATURAL LANGUAGE PROCESSING
for Restaurant Classification

This is a project I created for the UCSD Spring '25 NLP Class & Kaggle Competition.

 

The goal was to build an NLP model to accurately classify restaurant types from Yelp restaurant data.

 

It compares Average Word Embeddings models to BERT/roBERTa Transformer models, in Python.​

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Keep in Touch!

Thanks for visiting & I would love to connect!

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Succulent Plant_edited_edited_edited_edi


Lindsay McFarlane

M.S. Business Analytics | MSBA 

lindsay.alexandra14@gmail.com

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 © 2026 Lindsay McFarlane. All rights reserved.
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