Machine Learning 2: The Perceptron Learning Algorithm
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Machine Learning 2: The Perceptron Learning Algorithm
We introduce the first example of a supervised learning algorithm, namely the Perceptron Learning Algorithm (PLA). Along the way, we introduce linear models for classification tasks and show the PLA as an example of an algorithm for training such a linear model. We also discuss Pocket versions of it for data that is not linearly separable.
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