The course CSE 331 focuses on object-oriented programming and design, emphasizing how to manage complexity, documentation, and testing within software systems. Key topics include Java language features, encapsulation, inheritance, polymorphism, and using design tools to create well-structured classes. Prerequisites include basic Java syntax and understanding of object-oriented principles, which are foundational for successful participation in the course.