A lot depends on what you happen upon and what your budget is.

Your best source is to obtain chips from a casino close to where you reside. If it turns out you have to many, you can always take them back to the cage.
I suppose like the rest of us you will make mistakes, its part of the learning phase all itr takes is time and money