Ethics and Law of AIDelves into ethics and law in AI, focusing on values, normative ambitions, and ethical challenges.
Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Gaussian Noise: Decision MakingCovers Gaussian noise and decision-making in communication systems, emphasizing the importance of understanding Gaussian noise in signal processing.
Detection & EstimationCovers binary classification, hypothesis testing, likelihood ratio tests, and decision rules.
Decision and regression treesExplores decision and regression trees, impurity measures, learning algorithms, and implementations, including conditional inference trees and tree pruning.