Nope, all that does is allowed excess gases that would be dissolved at cold temps, and compounds that would be liquid under those conditions but would be gases under normal atmospheric conditions, to evaporate off.
Dissolved minerals do not go into gaseous forms at room temperature, and therefore remain. To truly distill water, you must bring it to boiling and then re-condense and collect only the pure water fraction.