Neural Networks For Your Dog - 2.3 Perceptron Learning Algorithm

Опубликовано: 21 Июль 2021
на канале: GormAnalysis

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In this video, we discuss and code up the classical Perceptron learning algorithm.

0:00 - intro
0:16 - Perceptron definition
1:10 - geometric interpretation
4:33 - learning algorithm
7:37 - challenge
7:51 - solution
9:18 - learning algorithm convergence
10:18 - Perceptron code demo
11:07 - linear separability / linear programming

-- Code -----------------------
https://github.com/ben519/nnets-for-y...

-- Vids & Playlists ---------------------------------
Google Colab -    • Introduction to Google Colab
NumPy -    • Python NumPy For Your Grandma
Pandas -    • Python Pandas For Your Grandpa
Neural Networks -    • Neural Networks For Your Dog

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