The series depends on x. But the series itself is only convergent if it follows specific conditions, which means that it will only be convergent for particular values of x (the ones which will satisfy the conditions). I suggest you research convergence tests for infinite series.
The OP was actually referring to the GENERALISED Binomial Theorem, which is an infinite series.