This lecture provides an introductory overview of quantitative models in transportation and logistics. In all lectures, we start with a practical, real-life project that has been conceptualized and implemented for an existing company by the authors in the past. We go through the process of modelling and implementation in order to make the difficulties, pitfalls and challenges of real decision problems visible and apparent.