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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.

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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.

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Minify Your SVGs

Web Development

How I optimize SVGs for this blog and why you probably should, too.

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Neural Networks From Scratch

Series

A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.

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Why I Replaced Disqus and You Should Too

Web Development

How switching from Disqus to Commento reduced my page weight by 90%.

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A Simple Explanation of the Softmax Function

Machine Learning

What Softmax is, how it's used, and how to implement it in Python.

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

Game Development

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

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Mailchimp to Sendy: How I Cut Email Costs by 100x

Blogging

Mailchimp was getting too expensive, so I moved this blog's newsletter to Sendy.

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