This course gives an introduction to probability and statistics. In many situations it is impossible to predict how a complex system will behave. Models capturing this uncertainty are essential to study such systems. Probability theory gives us the tools to do this in a powerful manner. Statistics, on the other hand, concerns what can be learned from data. In this course you will learn how to build probabilistic models, perform statistical analyses of real data, and the theory behind all this