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Screenplay Analysis Tool using Natural Language Processing
This app was developed as my dissertation project for my Masters in Data Science degree. This app attempts to study a new approach in screenplay analysis and movie recommendations using the transformers model and new visualizing techniques.
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Predicting Customer Behaviour from British Airways Customer Buying Data
Github file As part of the forage’s digital experience I have used the XGboost algorithm to predict the outcome of a customer booking process and extract the important features that affect the decision to purchase the airline ticket. To start the machine learning process we have to explore and understand the data. I have done…
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A Machine Learning tool to visualise the emotional graph of screenplays.
This project aims to build a machine learning model that can construct an emotional graph of a screenplay by predicting the emotional impact of each scene in the screenplay on the audience based on the predefined emotional categories.