The research unit Nuclear Fusion at Ghent University (UGent) is at the forefront of research on the development of fusion as a clean, safe and plentiful energy source. We employ modern techniques from Bayesian inference and machine learning to study the fusion plasma and the technology of fusion devices. This combines two of the most topical and challenging issues of our time: sustainable energy supply and data science.