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An 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.
ReadA Simple Explanation of the Softmax Function
What Softmax is, how it's used, and how to implement it in Python.
ReadKeras for Beginners: Building Your First Neural Network
A beginner-friendly guide on using Keras to implement a simple Neural Network in Python.
ReadCNNs, 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.
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.
ReadBuilding a Better Profanity Detection Library with scikit-learn
Why existing libraries are uninspiring and how I built a better one.
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