If you don't know much about cars its going to be hard to fix the problem yourself until you get educated. First, buy the Haynes manual for your car from Amazon or a local bookstore (if you can find it there). Second, read it. Third, buy a basic metric tool kit.
Fuel filter, air filter, etc. are good items to check. Also, go through the engine compartment and check all the electrical connections, vacuum hoses, etc. Good luck.