pursue a hobby

Translations
заниматься хобби
He decided to pursue a hobby in painting during the weekends.
Он решил заниматься хобби рисованием по выходным.
Definitions
To actively engage in and develop an interest or activity that one enjoys, typically done in one's leisure time.