Peltz was born in Westchester County, New York, the daughter of billionaire businessman Nelson Peltz. She has four older brothers, two younger brothers, and a sister. When she was younger, she attended Rye Country Day School in Rye, New York and from there went to Windward School in White Plains, New York. Her most recent school is the Professional Children's School in Manhattan, New York.