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A Simple Explanation of Information Gain and Entropy
What Information Gain and Information Entropy are and how they're used to train Decision Trees.
ReadCNNs, Part 2: Training a Convolutional Neural Network
A simple walkthrough of deriving backpropagation for CNNs and implementing it from scratch in Python.
ReadNeural Networks From Scratch
A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.
View SeriesA Simple Explanation of the Softmax Function
What Softmax is, how it's used, and how to implement it in Python.
ReadWhy I Replaced Disqus and You Should Too
How switching from Disqus to Commento reduced my page weight by 90%.
ReadHow to Build a Multiplayer (.io) Web Game, Part 2
A look into the backend server behind an .io game.
ReadMailchimp to Sendy: How I Cut Email Costs by 100x
Mailchimp was getting too expensive, so I moved this blog's newsletter to Sendy.
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