Category: UBS

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Machine Learning

Gaussian Process Regression

. In this notebook, Gaussian Process Regression is performed based on perfect and noisy data in order to show the basic principles behind the process.

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Machine Learning

Regression – Gradient Descent Algorithm

The following notebook performs simple and multivariate linear regression for an air pollution dataset, comparing the results of a maximum-likelihood regression with a manual gradient descent implementation.

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