CCAIM Director, Professor Mihaela van der Schaar, demonstrates that machine learning techniques can accurately predict how covid-19 will impact hospital resource needs, such as ventilators and ICU beds at the individual patient level and the hospital level, enabling healthcare professionals to make well-informed decisions about how these scarce resources can be used to achieve the maximum benefit. She reveals a proof-of-concept demonstrator showing that this can be done.