Data science offers an invaluable asset for personalized medicine, but only if the healthcare professionals participate in delivering this promise. Data structuring, development and application of clinical-decision support tools depends on participation of medical domain experts. This collection of 4 courses facilitates the domain experts to participate in medical data science.