The nearest airport is Manchester. 

The 199 bus runs on an hourly basis to and from Manchester Airport to Buxton, via Whaley Bridge for 20 hours a day. 

A taxi from Manchester Airport would cost approximately £25. Alternatively, take the train from Manchester Airport to Manchester Piccadilly and change for the train to Buxon via Whaley Bridge.