Keras for Beginners: Building Your First Neural Network

Python

A beginner-friendly guide on using Keras to implement a simple Neural Network in Python.

Read

Using Flow to Type Check a Node.js Codebase

Javascript

Integrating the Flow static type checker with a Javascript backend.

Read

Should You Static Type Check Your Javascript?

Javascript

The pros and cons of using a static type checker for Javascript.

Read

A Simple Explanation of Information Gain and Entropy

Machine Learning

What Information Gain and Information Entropy are and how they're used to train Decision Trees.

Read

CNNs, Part 2: Training a Convolutional Neural Network

Machine Learning

A simple walkthrough of deriving backpropagation for CNNs and implementing it from scratch in Python.

Read

Creating and Selling Multiplayer (.io) Web Games

Game Development

I was on an episode of The Changelog podcast!

Read

CNNs, Part 1: An Introduction to Convolutional Neural Networks

Machine Learning

A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.

Read

How to Build a Multiplayer (.io) Web Game, Part 2

Game Development

A look into the backend server behind an .io game.

Read

Subscribe to know whenever I post new content. I don't spam!