Published On Premiered Jun 3, 2021
In this video we will talk about the perceptron and code it together! š§
Perceptron is single node in an artificial neural network š¤
It's an an algorithm (a set of instructions) š 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 š to fully understand the math and logic behind the concepts!
š» Get the complete perceptron code! š»
https://wayscript.com/script/VlHE0uL8
(the above script runs on the cloud - no need to install Python š)
š BEFORE YOU WATCH THIS VIDEO š
Watch my Simple Introduction to Artificial Intelligence: š¤š§
Ā Ā Ā ā¢Ā MachineĀ LearningĀ FORĀ BEGINNERSĀ -Ā Supe...Ā Ā
š AFTER YOU WATCH THIS VIDEO š
Watch my Error Function - Cross-Entropy Loss Tutorial:
Ā Ā Ā ā¢Ā CrossĀ EntropyĀ LossĀ ErrorĀ FunctionĀ -Ā M...Ā Ā
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š§ TIMESTAMPS š§
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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!
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All the beautiful icons in the video are from:
https://www.flaticon.com/
