For those who are unfamiliar with Linux, the Linux Documentation Project provides helpful guides: http://tldp.org/guides.html
Especially "Introduction to Linux - A Hands on Guide" http://tldp.org/LDP/intro-linux/html/index.html might be a good start.
Course pages from previous years are archived.
Older version of the course can be found