What's New

Bayesian Modeling of Complexity

In this course we teach fundamentals of complex adaptive systems, i.e., emergence, self-organization, non-linearity, and feedback loops. Furthermore, we cover Bayesian modeling and reasoning, Bayesian linear/hierarchical models, Markov chain Monte Carlo and PyMC. Bayesian calibration techniques for agent-based models are also discussed.

Heat Pump Optimization & Statistical Analysis

We optimize heat pump systems through advanced optimization techniques based on weather data, electricity prices, physics, and user comfort. Furthermore, we teach statistical analysis of heat pump data, including Bayesian analysis, Randomized Controlled Trials (RCTs).

Corporate Training on AI in Banking

We teach the application of AI in the realm of banking, i.e., we cover: prompt engineering and low-/no-code data analysis. Furthermore, we explore automation possibilities in the banking sector (using N8N), enabling the employees to leverage AI for improved decision-making and operational efficiency.