Where can I go and do some activities with a group of people like cooking, physical, art or educational?
Hot air balloon (an other activities) in wadi rum http://www.royalaerosports.com/
Where can I find a flea market to buy clothes and antiques?
Not sure if this is what you are looking for, but @Afghani in Mecca Mall has middle eastern antiques. No clothes I believe.