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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.
ReadCNNs, Part 1: An Introduction to Convolutional Neural Networks
A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.
ReadHow to Build a Multiplayer (.io) Web Game, Part 2
A look into the backend server behind an .io game.
ReadHow to Build a Multiplayer (.io) Web Game, Part 1
A deep dive into the client-side Javascript of an .io game.
ReadA Simple Explanation of Gini Impurity
What Gini Impurity is (with examples) and how it's used to train Decision Trees.
ReadMachine Learning for Beginners: An Introduction to Neural Networks
A simple explanation of how they work and how to implement one from scratch in Python.
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