Professor Niels Peek introduced the three controversies in health data science in a well-attended public lecture at the Strathmore University on Wednesday. The three controversies discussed were; data shall be used only for the purpose for which they were collected, big data and predictive analytics should replace randomised clinical trials and to accelerate research, all medical and healthcare data should made available to data scientists.