Several scientific applications require computing and/or storage resources that go beyond the processing power of a single multi-core machine. High performance computing (HPC) clusters provide the necessary hardware and software infrastructure to efficiently run computing intensive applications. The course gives an introduction to high performance computing using the HPC cluster at Vital-IT. Both theoretical as well as practical usage aspects will be covered.