Download and install a Java runtime environment (choose the right version based on your computer’s operating system): https://www.java.com/en/download/manual.jsp
Download and install Eclipse (look for the most recent stable version): http://www.eclipse.org/downloads/
After installation, you should see an icon as shown—the “Neon” version—as an example on your desktop.