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Dissertation (Thesis) Learning Resources

Gaussian Processes

• Gaussian Process Regression Introduction (video)

• Quick Start to Gaussian Process Regression

• Gaussian Processes (scikit learn)

• An Intuitive Tutorial on Gaussian Process Regression

• Gaussian Process Regression

• A Visual Exploration of Gaussian Processes

• An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data

• Gaussian Processes for Machine Learning (Regression)

• A Primer on Gaussian Processes for Regression Analysis (video)

• A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

• Gaussian process regression and classification

• Splitting Gaussian processes for computationally-efficient regression

• Gaussian Processes, not quite for dummies

• Gaussian Process Regression - Machine Learning Class (video)

• Gaussian Process Regression (video)

• Gaussian Process, not quite for dummies

• Gaussian Process Regression | 8 Gaussian Processes (video)

• A Practical Introduction To Gaussian Process Regression (video)

This list could go on and on... but this will get you started. There are pages of related ideas on here, too, to check out.

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