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Machine learning animations

4 verified, narrated animations about machine learning, reviewed by hand and checked at animation steps. Watch free; download the video or adapt it to your lesson with any paid plan.

How A Perceptron Makes A Decision
How A Perceptron Makes A Decision

This animation visualizes a single perceptron processing weighted inputs, summing them with a bias, and passin…

Underfitting and overfitting
Underfitting and overfitting

Ten noisy training points and three held-out test points are fit with polynomials of degree 1, 3, and 9. The a…

k-nearest neighbours: ask the closest points
k-nearest neighbours: ask the closest points

Two labeled classes of points sit on a plane alongside one new, unlabeled point. For k = 1, 3, and 7, the anim…

Feature Engineering For Numerical Data
Feature Engineering For Numerical Data

This animation walks through how raw numerical data becomes usable features for machine learning. It visualize…

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