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Bayesian Learning, 6 credits

Bayesian Learning, 6 credits

Spring 2022, Half-time, Linköping

Bayesian Learning, 6 credits

Spring 2023, Half-time, Linköping

The course aims to give a solid introduction to the Bayesian approach to statistical inference, with a view towards applications in data mining and 
machine learning. The course contents is a mix of theoretical concepts, computer exercises and exercise sessions.  Such concepts as prior-to-posterior updating, Markov Chain Monte Carlo, Bayesian prediction, marginalization of nuisance and many other concepts are studied in the course.