Agile project management is an iterative approach that breaks down large projects into manageable tasks, enabling faster completion and adaptability to changing requirements. It is guided by four core values and twelve principles, emphasizing customer collaboration, flexibility in response to change, and the importance of team dynamics. Key components include user stories, sprints, daily stand-up meetings, and the use of agile boards for tracking progress.