Stochastic gradient descent

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Linear regression with many features

Predict with a weighted sum of features, and find the weights by least squares in one step or by gradient descent on the same bowl, with the same answer.

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Features and basis functions

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Advanced engineering mathematics, explained in interactive visuals: signal processing, linear algebra, probability and statistics, and machine learning.

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