Neural Networks for Dogs: Perceptron Algorithm 🐶

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-your-dog

--- Vids & Playlists ----------------------------------
Google Colab - https://www.youtube.com/watch?v=SUCRr56Jzkw&t
NumPy - https://www.youtube.com/playlist?list=PL9oKUrtC4VP6gDp1Vq3BzfViO0TWgR0vR
Pandas - https://www.youtube.com/playlist?list=PL9oKUrtC4VP7ry0um1QOUUfJBXKnkf-dA
Neural Networks - https://youtube.com/playlist?list=PL9oKUrtC4VP5N3VtTTjhTfiHoFXmnrgPW

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https://merchonate.com/gormanalysis