Here we explore the Atlantic Meridional Overturning Circulation (AMOC), including trend analysis of observations and the associated significance, using
both in-situ data collected in the Atlantic Ocean and sophisticated climate simulations (including CMIP5 and CMIP6).
In this project we analyse over 900,000 matches and 45,000 players in the popular real-time strategy game Age of Empires 2: Definitive Edition.
Predicting blight payments using ML
Publicly-available information about Detroit city properties is used to build an ML model, which then predicts the likelihood that fines for property
detrioration will be paid.
Assessing similarity of documents using NLP
The similarity of various documents is assessed using Python's
nltk package (natural language tool kit) to analyse the unstructured data.
Predicting social network connections using ML
A social network based on internal emails in a company is analysed to predict whether two employees are likely to connect, and other information
is used to predict an employee's salary, using an ML model.