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Peter Evans's Projects

brixtonroomprices icon brixtonroomprices

A regression model for predicting the price of rooms in shared houses for the London district of Brixton.

carwebscraping icon carwebscraping

Building a used car dataset by scraping the most recently listed vehicles on theaa.com, utilising BeautifulSoup and Requests Python libraries.

dsportfolio icon dsportfolio

A selection of my work in data science and machine learning.

pysparkregression icon pysparkregression

A notebook containing basic data exploration, cleaning, and a linear regression model built with PySpark.

salaryclassification icon salaryclassification

Model to predict whether someone receives a salary of over 50k using their characteristics listed in the census.

sarcasticheadlines icon sarcasticheadlines

NLP Classification model built to determine whether a headline is sarcastic or not.

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