The Java Full Stack Developer Course syllabus covers front-end and back-end technologies, including HTML, CSS, JavaScript, Angular, or React for front-end development, and Java, Spring Boot, and Hibernate for back-end development. It also includes database management with SQL, version control using Git, and deployment strategies, equipping learners with the essential skills to build full-stack web applications.