In this chapter, you will find a systematic guide to help navigate the various stages of a statistical project, from formulating research questions to conducting hypothesis testing. Each step is accompanied by helpful tips and hints to help beginners complete their projects successfully. Additionally I discuss here one of the most important scientific cornerstones: reproducibility. I give hints and tips on how to ensure that your study is reproducible and thus credible to the scientific community.