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Raminderpreet Singh Khaira

Data Science

Using Natural Language Processing on Game of Thrones

I created a vast array of features by performing NLP on the complete script of Game of Thrones to try and identify what constitutes a great episode. My incentive was to create a ML model that you can feed a script and it can predict how the episode will perform for ad companies to more selectively pick whether to run ads or not.

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Identifying Tour de France winner using Machine Learning

I deployed an ensemble of supervised machine learning models on the participants of the last 10 years of Tour de France to try and identify what characterises a winner, and answered the question: Is it possible to predict the winner of a future TDF based on past data?

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