Neural Networks For Your Dog - 2.2 Perceptron Model
In this video, we'll discuss and code up a Perceptron - a linear binary classifier created by Frank Rosenblatt in 1958.
0:00 - intro
0:17 - the mints dataset
0:52 - classifying mints with a Perceptron
2:49 - separating hyperplane
4:31 - Perceptron model formalization
5:34 - linear separability
7:48 - maximum margin classifier (SVM)
8:36 - guess and check algorithm
9:25 - challenge
9:59 - solution
12:21 - Perceptron class code
-- 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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