I have got 2 refusals for Canada student visa.Can I apply again with changed course?

Hello Jaspreet, First, analyse the reason for rejection. Try to correct the error and reapply. If the rejection was based on your previous studies or the course which you are planning to pursue, then the change, of course, will be the best option. If your visa was refused under SPP category, definit