I am a mba student in UK currently and I want to bring my girlfriend, who has been with me over 4 yrs, under dependent visa. I have almost no clue how it works, any ideas on terms and rules?

Dependent visas are for spouse and children only, not girl friend.
You may start from here: UK Border Agency Visa Services Home Page (http://www.ukvisas.gov.uk/en/)