Abstract:
As Bayesian approaches to probability and statistics become more widespread foundations of machine learning, there is interest in introducing basic principles of probabilistic modelling at secondary school level. This paper presents a series of educational experiments with simple probabilistic modelling tools based on probabilistic programming languages.
PPIG 2024 - 35th Annual Workshop
Educational Tools for Probabilistic Machine Learning Curriculum in Schools