The final keyword in Java is used to restrict the user and can be applied to variables, methods, and classes. A final variable cannot change its value once assigned, a final method cannot be overridden, and a final class cannot be extended. Blank final variables can be initialized only in the constructor, while static blank final variables are initialized in a static block, and final parameters cannot be modified.