Introduction to Human RightsIntroduces key human rights concepts, explores discrimination, social norms, and the impact of algorithms on rights.
Bias in Machine LearningDelves into the impact of bias in machine learning models and the importance of evaluating potential harm in developing such systems.
Bayesian Parameter EstimationCovers an example of Bayesian parameter estimation and the trade-off between bias and variance in supervised learning.