This Guidance demonstrates how to deploy and configure DeepRacer Event Manager (DREM), a set of tools that simplify the hosting of AWS DeepRacer events. DREM automates multiple event operations including user registration, model loading, leaderboard updates, timing, and car management. It allows events to be produced faster and with less effort, less staff, and less technological resources to get race cars on the track, faster!