Projects
A collection of Data Science projects I’ve worked on throughout my masters as well after graduation.
Machine Learning (Python)
Brain Tumor Image Segmentation
Using a U-Net convolutional neural network (CNN) to segment brain tumor images
Amazon Reviews - Sentiment Analysis
Using Artificial Neural Networks (ANN's) to predict the sentiment of Amazon reviews
Movie Recommender System
Using K-means clustering algorithm to create a movie recommender system
Handwriting Recognition
Using a convolutional neural network (CNN) to recognise handwritten digits
Search Algorithms - Travelling Salesman Problem
Employing various search algorithms to solve the Travelling Salesman Problem
Predicting Titanic Survivors
Using decision trees and random forest to predict Titanic survivors
Evolutionary Algorithms - Painting with Polygons
Using evolutionary algorithms to recreate the mona lisa using polygons
Predicting Customer Churn
Using a logistic regression model to predict customer churn
R programming language
A Statistical Analysis of Extramarital Affairs
A statistical analysis of extramarital affairs using R
Determinants of House Prices
A statistical analysis of house prices using R
TedTalk Text Analytics
A text analytics project using R
Good cop, bad cop
A statistical analysis of police behaviour using R