An update of the CapitalCityChallenge game I built in 2018. This time, however, I decided to use the requests library to pull in data on cities from a RESTAPI. Both scripts work exactly the same, o…

This project uses unsupervised learning learning (K-means Clustering) to organise my favourite tunes into five ML generated playlists based on song attributes such as danceability, valance, energy …

Advent of Code 2020

In this project, we analyze the result of an A/B test where the first gate in a mobile game was moved from level 30 to level 40. In particular, we will analyze the impact on player retention.

A fun image classification project that uses Convolutional Neural Networks to classify images of Samuel L Jackson and Laurence Fishburne that were scraped from Getty Images

An implementation of the Nearest Neighbour classification algorithm from scratch

A deep learning Autoencoder used to detect fraudulent credit card transactions

A systematic examination of the effects of hyperparameter modifications on 3 different neural networks architectures

A logistic regression model written in R that uses the Cleveland Heart-Disease Dataset to examine predictors of heart disease in patients.

A linear regression model used on the Boston House Price Dataset to predict the median value of a home given a set of features

A simple python project used to teach newbie programmers the fundamentals of programming e.g. loops, functions, conditional statements etc.

Your locally sourced, organic ATM

A python script that randomly pairs names together for secret santa

A fun game written in Python that allows users to test their geography knowledge

A webscraper that allows users to find and print lyrics of their favourite songs

Webscraping practice.

Simple guessing game

Input a word and see its definition - A python script that uses Oxford Dictionary API to retrieve definitions of words

my first repo