Former Liverpool hitman Fowler grabbed his first goal for Cardiff to put them in front before half-time, only to see Davidson equalise just after the restart with an excellent strike.
Fowler then got what had looked like the winner, until Davidson stepped up again to help Preston avoid making their worst start to a league season for 46 years.
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