The Agile Scrum certification syllabus by SCRUMstudy covers key aspects of Agile principles and Scrum methodologies. It includes roles such as the Product Owner, Scrum Master, and Development Team, along with Scrum ceremonies and artifacts. Practical components like user stories, estimation, and velocity tracking ensure that participants gain both theoretical and practical skills for effective Scrum implementation.