Answer
Olga was raised in Gatchina Palace, a grand residence located southwest of Saint Petersburg, Russia. Built by Catherine the Great for her favorite grandson, Grand Duke Paul, the palace served as the residence of the imperial family during the 19th century. Olga, the eldest daughter of Emperor Nicholas II and Empress Alexandra Feodorovna, spent her childhood within the palace's opulent halls and extensive gardens.