Help !

My son is currently 11 weeks old. I rock him to sleep every day, now he won’t sleep unless I rock him or he is in his swing. First time mother and I didn’t know.. Its getting very difficult now to rock him to sleep for 20 minutes or more each nap time and sleep time. What can I do to get him to sleep on his own? Or is he still too young? no judgement please.