Perceptron Algorithm with Code Example - ML for beginners!
104.5 هزار بار بازدید -
3 سال پیش
-
In this video we will
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! 💻
https://wayscript.com/script/VlHE0uL8
(the above script runs on the cloud - no need to install Python 😉)
🛑 BEFORE YOU WATCH THIS VIDEO 🛑
Watch my Simple Introduction to Artificial Intelligence: 🤖🧠
Machine Learning FOR BEGINNERS - Supe...
🛑 AFTER YOU WATCH THIS VIDEO 🛑
Watch my Error Function - Cross-Entropy Loss Tutorial:
Cross Entropy Loss Error Function - M...
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🧐 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 perceptron
08:36 - thanks for watching!
****************************************
All the beautiful icons in the video are from:
https://www.flaticon.com/
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! 💻
https://wayscript.com/script/VlHE0uL8
(the above script runs on the cloud - no need to install Python 😉)
🛑 BEFORE YOU WATCH THIS VIDEO 🛑
Watch my Simple Introduction to Artificial Intelligence: 🤖🧠
Machine Learning FOR BEGINNERS - Supe...
🛑 AFTER YOU WATCH THIS VIDEO 🛑
Watch my Error Function - Cross-Entropy Loss Tutorial:
Cross Entropy Loss Error Function - M...
****************************************
🧐 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 perceptron
08:36 - thanks for watching!
****************************************
All the beautiful icons in the video are from:
https://www.flaticon.com/
3 سال پیش
در تاریخ 1400/03/13 منتشر شده
است.
104,581
بـار بازدید شده