Single-Layer Perceptron Tutorial

In this video we'll introduce the Single-Layer Perceptron (aka "Neuron" or simply "Perceptron"), the most fundamental element of nearly all modern neural network and machine learning models. We'll begin by covering the history and main idea, then open up a coding editor and actually implement the element from scratch.

Machine Learning textbook (mentioned in video): http://www.deeplearningbook.org/

Code for this lesson

https://github.com/bfaure/AI_Project_4/blob/master/Question_4/main.py

References

[1] - https://en.wikipedia.org/wiki/Perceptron