Here are some great ideas on how to have fun in Paris without spending a lot of money.
http://www.bonjourparis.com/story/free-inexpensive-paris-activities/
Taking the bus is a great idea. You see so much. But be careful if you are pressed for time as buses take for ever to get anywhere in Paris.