Devarsh Ranpara

ranpara.net

Devarsh Ranpara's personal blog

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The Smallest Brain You Can Build: A Perceptron in Python

2026307 points73 comments AI & Machine Learning details

A perceptron explained from scratch in Python, with interactive demos. Learn weights, bias, the decision boundary, epochs, learning rate, and why we normalize data.