Yes you can.
You need to get the CSQ through the provincial part : http://www.immigration-quebec.gouv.qc.ca/en/immigrate-settle/permanent-workers/index.html
After you get the CSQ for each family member, you can start the federal part: www.cic.gc.ca
Regards,