Perceptron Basics - Machine Learning for Beginners with Code Example

In this video we will talk about the perceptron and code it together! 🧠 Perceptron is single node in an artificial neural network 🤖 It’s an an algorithm (a set of instructions) 📃 that’s meant to mimic a neuron inside a human brain! We will discuss all the different components of perceptron and in the very end - we’ll of course implement what we have learned with Python 🐍 to fully understand the math and logic behind the concepts! 💻 Get the complete perceptron code! 💻 (the above script runs on the cloud - no need to install Python 😉) **************************************** 🧐 TIMESTAMPS 🧐 **************************************** 00:00 - perceptron definition 00:33 - real life example 01:40 - perceptron example 02:04 - perceptron input 02:15 - perceptron weights 02:45 - weighted sum 03:00 - threshold / bias 03:20 - activation function (step function) 03:58 - key notes 05:04 - python perceptr