Portfolio
Python - Machine Learning, ANNs and EDAs
K-Means Product Grouping
Using K-Means to discover new categories for a video game library.
WKF Rankings Report
My report and accompanying notebooks on the World Karate Federation rankings database.
Disney Box Office Success
Analysis of Disney box office success by genre using Linear Regression
NLP - Hot topics in Machine Learning
Understanding of Machine Learning paper topics using LDA.
Predicting Credit Card Approvals
Approve or decline credit cards using Logistic Regression and GridSearchSV
Bootstrap Analysis
Replicating the work Dr Ignaz Semmelweis that helped stop the spread of disease in hospitals.
Supermarket ETL Pipeline
Creating an ETL Pipeline for a Supermarket chain
SQL
SQL International Debt Analysis
SQL analysis of the current state of international debt
Tableau
Customer Churn Tableau Dashboard
Series of dashboards on phone contract customer churn.
FIFA 22 Excel Dashboard
A Microsoft Excel Dashboard to display the different player rating averages across categories.
Microsoft Excel
SQL Business Query Construction
Creating a complex SQL query to answer a motorbike shop question
Bee Images Deep Learning
Using a convolutional neural network to classify images of honey and bumble bees
