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Basics Maths for Neural Networks

Understanding Neural Networks and Backpropagation: A Complete Walkthrough With One Simple Neuron

Nov 15, 2025 5 min 210

A beginner-friendly, step-by-step introduction to how a single neuron in a neural network really works. This article explains the math behind forward propagation, loss calculation, …