Lessee here... According to Google, "eeePC" is some sort of miniature laptop-like thing. A "distro" is a bundle of software which is often distributed by companies, hence the name. "EeeBuntu" is an operating system for the eeePC. An "operating sysem" is an important something on most computers.
Thanks again, internet!