(auch auf deutsch: Skript)
Versions for beamer or tablets (landscape format, larger fonts): Chapter 1 , Chapter 2 , Chapter 3 , Chapter 4 .
In summer 2014, new versions have been established.
Important ingredients are the exercises: Exercises
In my experience, students frequently do have some background on basic stochastics. Then significant parts of Chapter 1 on Modeling Tools can be speeded up. To this end I collected essential parts of Chapter 1 into a pdf-file in a format tailored to a beamer presentation. This can be downloaded here.