Jake’s Machine Learning Blog - Machine Learning Blog

Welcome to my Machine Learning blog. Below you will find implementations of various ML algorithms and data explorations, including a submission for the UNCHR Machine Learning Challenge.

UNHCR Machine Learning Challenge

UNCHR Machine Learning Challenge - Predicting the movement of displaced peoples in Somalia

Jake Gilbert, Mihir Singh, and Jamie Hackney

Replication Study - Dissecting Racial Bias in an Algorithm Used to Manage the Health of Populations

Replicating a study on the racial disparities in a health risk algorithm

Implementing the Perceptron Algorithm

Implementing the perceptron algorithm, testing multiple dimensions and batching

Optimal Decision-making

Implement a classifcation system that maximises bank rofit and finds the optimal threshold for credit access

Implementing Logistic Regression

Exploring the Logistic Regression algorithm, vanilla and spicy gradient descent and the effects of overfitting

Deep Music Genre Classification

Using deep learning and neural networks to classify music genres

Classifying Palmer Penguins

Classifying Palmer Penguins based on quantitative and qualitative data