How can i get closer to my prof?

i like my physiology prof my actually the semester is over and i can`t see him for a while and basically i can`t get closer to him cause he won`t be my prof next year .i sent an email to him to tell how i appreciate his knowledge ,some thing like that;) and he replied me and thanked me for the warm words but i don`t know what to do for next step?