Perceptron Algorithm with Code Example ML for beginners
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=-KLnurhX-Pg
In this video we will talk about the perceptron and code it together! π§ • Perceptron is single node in an artificial neural network π€ • It's an an algorithm (a set of instructions) π 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 π to fully understand the math and logic behind the concepts! • π» Get the complete perceptron code! π» • https://wayscript.com/script/VlHE0uL8 • (the above script runs on the cloud - no need to install Python π) • π BEFORE YOU WATCH THIS VIDEO π • Watch my Simple Introduction to Artificial Intelligence: π€π§ • • Machine Learning FOR BEGINNERS - Supe... • π AFTER YOU WATCH THIS VIDEO π • Watch my Error Function - Cross-Entropy Loss Tutorial: • • Cross Entropy Loss Error Function - M... • **************************************** • π§ TIMESTAMPS π§ • **************************************** • 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 perceptron • 08:36 - thanks for watching! • **************************************** • All the beautiful icons in the video are from: • https://www.flaticon.com/
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