Ruby is a fully object-oriented programming language where everything is an object, and it features unique syntax for inheritance and modules. It uses instance and global variables, with symbols as distinctive types, while also allowing for flexible data structures like arrays and hash tables. Control structures, exceptions, and naming conventions in Ruby differ from Java, showcasing a simpler approach to defining classes and managing methods.