As an entry point to learning python and getting into Machine Learning, I decided to code from scratch the Hello World! of the field, a single neuron perceptron.

What is a perceptron?

A perceptron is the basic building block of a neural network, it can be compared to a neuron, And its conception is what detonated the vast field of Artificial Intelligence nowadays.

Back in the late 1950’s, a young Frank Rosenblatt devised a very simple algorithm as a foundation to construct a machine that could learn to perform different tasks.

In its essence, a perceptron is nothing more than a collection... read more