Gaussian Processes D
Aalto University
<p>Gaussian processes (GPs) are a powerful machine learning paradigm for Bayesian nonparametric modelling. This course will give an overview of Gaussian processes in machine learning, and it provides both a theoretical and practical background for leveraging them. The course covers Gaussian process regression, classification, and unsupervised modelling, as well as a selection of more recent specialised topics. This is a more specialized course and assumes students already have a background in machine learning.</p>
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