Linear Regression Project
In this project I use the New York Air Quality Measurements dataset to create a Linear Regression Machine Learning Algorithm. The aim of this project is to fit and diagnose a model that can be used to predict changes in Ozone in response to Temperature and Solar Radiation.

Logistic Regression Project
In this project I clean a large dataset containing information on domestic US flights. I then fit and diagnose a Logistic Regression Machine Learning Algorithm in order to determine the odds of flight cancellations when flights depart from particular US states.

Text Mining Project
In this project I use Text Mining methods to crawl and analyse internet posts to discover the hot topics in conservation biology.

Time Series Dashboard Project
In this project I use a time series dataset on greenhouse gases to create an ARIMA model that is able to forecast future values. I also create a dashboard application that can be used to make predictions easily. Click here to go straight to the dashboard.