Approximation AlgorithmsCovers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.
Multi-layer Neural NetworksCovers the fundamentals of multi-layer neural networks and the training process of fully connected networks with hidden layers.
Smart City Policy-MakersExplores strategic decisions for Smart City policy-makers, covering technological, financial, political, and social aspects.
Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Optimization methodsCovers optimization methods, focusing on gradient methods and line search techniques.
