Disruptive innovations, such as machine learning and predictive analytics, are being increasingly applied within the field of public health for a range of tasks, including detecting outbreaks, identifying patients at higher risk of particular conditions, and resource allocation. The CPS research program is organizing this special seminar series which aims to provide BCCDC trainees, staff and researchers an introduction to the key concepts surrounding machine learning and the types of public health problems it can address, as well as an opportunity to interact with local and regional thought leaders in the area of machine learning.