Introduction to Git
This article focuses on understanding and using Git as a beginner to version control systems.
Blog Posts
Kaggle: House Prices Predictions Using Advanced Regression Techniques
In this post we will attempt to predict house prices Ames, Iowa, using 79 explanatory variables describing (almost) every aspect of residential homes.
Machine Learning Explained: Model Optimisation
This post explains how machine learning models are optimised and different ways to do it.
Machine Learning Explained: Model Types Explained
This post explores different types of machine learning models used for different types of cases and the majority of common machine learning models used in pr...
Kaggle: Titanic Survivor Predictions
In this post we will attempt to solve the infamous Kaggle Titanic Machine Learning problem in an organised fashion. Overview 1) Loading Data 2) Understan...
Deep Learning Explained: Neural Networks
This post explains how deep learning neural networks work and how they are used to make predictions using unlabeled data. Deep learning is an unsupervised m...
Machine Learning Explained: Introduction
This post explores machine learning and the different methods that are used to develop predictive models. We will understand what each of these methods are,...
Machine Learning Project
Background In medical decision-making, a doctor observes ‘features’ of a patient and makes a decision on the basis of these features whether the patient is h...
Data Mining Project
Abstract This report investigates biological properties of protein sequences using data created by parsing existing proteomic sequences, retrieved from the o...
Network Science Project
Background This report presents methodology and results for the AM30NE Coursework. A combination of Python and MATLAB has been used to solve the problems for...
Research Proposal: Pattern Visualization in Continuous Person Monitoring Applications
Introduction The incorporation of machine learning into clinical medicine holds promise for substantially improving health care delivery by pairing technolog...