Eclipse is a Java-based Integrated Development Environment (IDE). The part that bugs me is that, even if you don't program in Java, you still have to have it to run Eclipse.

The JDK is the development platform for building Java applications. Learn about different JDK versions, then install a JDK in your development environment and use it to compile a Java program.