Giles Lindsay, the Director of Analytics and Technology at the Rajasthan Royals, on squad building in the IPL, focusing specifically on their player auction.

Lee Mooney, the Managing Director of MUD Analytics and former Director of Insights at City Football Group, examines how to manage decision risk in football.

Stats Perform Data Analyst Jon Manuel explains how to use the concept of shape to identify inverted full-backs.

Tom Goodall, Senior Solutions Consultant for Hudl, on developing data-driven high-performance workflows.

George Gallagher, Senior Consultant with Sportsology Group, discusses how to structure and staff a data analytics department, looking at examples from different countries and sports.

Sarah Rudd, CTO of src ftbl and former Head of Analytics at Arsenal, compares supervised and unsupervised learning with tracking data.

Assistant General Manager Issa Tall reveals how Columbus Crew use analytics in scouting and recruitment.

Johann Windt, Senior Director of Analytics at Vancouver Whitecaps, explains how the club use data to aid decision-making across performance domains.