Machine 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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A deep dive into the client-side Javascript of an .io game.
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.
ReadA Simple Explanation of Information Gain and Entropy
What Information Gain and Information Entropy are and how they're used to train Decision Trees.
ReadA Simple Explanation of Gini Impurity
What Gini Impurity is (with examples) and how it's used to train Decision Trees.
ReadKeras for Beginners: Building Your First Neural Network
A beginner-friendly guide on using Keras to implement a simple Neural Network in Python.
ReadAn Introduction to Recurrent Neural Networks for Beginners
A simple walkthrough of what RNNs are, how they work, and how to build one from scratch in Python.
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