Dylan's Blog

Explorations in Data, AI, Machine Learning, Blockchain and the Future

My open source projects

From AWS study tools to productionised ML models and more...

2020 - 2023

Entropy: A History and Introduction

Bringing order to the concept of Entropy

March 28, 2023

Machine Learning Model Training

How does a Machine Learning Algorithm actually learn?

February 17, 2023

Machine Learning Introduction

Overview of machine learning and common algorithms

February 15, 2023

Machine Learning Productionisation

How to bring your ML model to life for your users

January 19, 2022

Ethereum Whitepaper - Annotated

Smart contracts? DeFi? Merkle trees? Tell me more...

November 14, 2021

Bitcoin Whitepaper - Annotated

Hash functions? Blockchain? Proof-of-work? Tell me more...

October 31, 2021

Topic Modelling Part 1: An Overview

How do I automatically organise thousands of documents?

November 30, 2017