This repository contains a range of self-written notes, published material, code and small projects using public data, all relating to the field of data science, machine learning and cloud computing.

This project pulls past game data from api-football, and uses this to predict the outcome of future premier league matches with the use of classical machine learning techniques.

Data collected from Google Images has been used to train image recognition models to identify British freshwater fish.

A simple and interactive neural network written from scratch with no plugins in excel for training purposes.

Course, complete with personal notes & scripts completed in Q1 2020.

https://mhaythornthwaite.github.io/startup-webpage/