Checked exceptions are easy, your editor should display the javadocs when you hover/complete the method name.
Unchecked are generally actual errors and aren't even in the javadocs more often than not. I guess the most common might be IllegalArgumentException, any method that has any possible combination of parameters that is invalid should throw it.