It is right to say that in the walk of life, including health care, competition is on the rise and so is the need for updating oneself. Both the neuroradiologist and a data scientist can relate to the applicability of this trend as training data for neuro monitoring has emerged as one of the focal points. This blog shall outline the importance of training data for neuro monitoring, some issues which were confronted and ways in which those were resolved. Furthermore, the performed activities by the data scientists will be demonstrated and some other best practices, examples, and a vision of the future will be shared.