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CNNs, Part 2: Training a Convolutional Neural Network
A simple walkthrough of deriving backpropagation for CNNs and implementing it from scratch in Python.
ReadA Simple Explanation of Information Gain and Entropy
What Information Gain and Information Entropy are and how they're used to train Decision Trees.
ReadNeural Networks From Scratch
A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.
View SeriesWhy I Replaced Disqus and You Should Too
How switching from Disqus to Commento reduced my page weight by 90%.
ReadA Simple Explanation of the Softmax Function
What Softmax is, how it's used, and how to implement it in Python.
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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