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Keras for Beginners: Implementing a Convolutional Neural Network
A beginner-friendly guide on using Keras to implement a simple Convolutional Neural Network (CNN) in Python.
ReadNeural Networks From Scratch
A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.
View SeriesAn 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.
ReadA 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.
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.
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