Redmond, a 19-year-old striker, has agreed to a new deal with Villa for an undisclosed period.
Notably, Redmond was part of the Dutch team that won the U19 European Championship in June. He made his senior debut for Feyenoord in November last season.
In total, he made nine senior appearances for Feyenoord and scored two goals.