Machine learning, voluminous biomedical data and advanced computational methods hold promise to transform mental healthcare and improve outcomes for patients and their families. The aim of this seminar series is to bring an international multidisciplinary community of clinical and non-clinical scientists to explore recent advances in the data-driven approaches to challenging problems arising in the context of mental health and neurodegenerative disorders.