Python

Projects completed using the python programming language

Flavours of Sentiment: Leveraging NLP for Restaurant Review Analysis

Introduction In today’s digital age, where opinions and experiences are shared at the click of a button, understanding customer sentiment has become more crucial than ever. As businesses strive to provide exceptional products and services, they turn to the wealth of customer feedback available online to gain insights into customer satisfaction, preferences, and areas for […]

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A Machine Learning approach to predicting the likelihood of an accident insurance claim

Project Introduction Insurance companies face the challenge of accurately predicting the likelihood of policyholders filing claims, as it directly affects policy pricing and risk assessment. Understanding the factors that influence the possibility of an insurance claim is crucial for insurers to establish fair and competitive pricing structures. However, predicting claims is not a straightforward task,

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Developing a Hockey Team Manager platform using Object-Oriented Programming

Ever wanted a simple platform to contain the information of all participating teams in a sports league, including the information pertaining to their teams? In this project, I demonstrate my understanding of the underlying concepts of object-oriented programming (OOP) to develop a platform for the storage and management of information relating to school teams in

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Lights on: Electricity price prediction using Decision tree and SVM in Python

The price of electricity depends on many factors. Predicting the price of electricity helps many businesses understand how much electricity they must pay each year. The Electricity Price Prediction task is based on a case study where a data analyst would need to predict the daily price of electricity based on the daily consumption of

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May the Words Be with You: Unraveling Star Wars through Text Analysis in Python

A few years ago, there was a Kaggle competition to perform text analytics on the Star Wars original trilogy script (episodes 4, 5, and 6). The competition was made up of several tasks of text mining and NLP that can be conducted such as word clouds development and sentiment analysis. In 2023, I conducted the

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