Yes - you are eligible to study in Canada. You will need to make sure that the studies you plan to take in Canada make sense in light of your previous education and work experience. You will also want to demonstrate that you have strong ties to your home country and have no plans on remaining in Canada long term.
Your husband will be eligible to apply for an open work permit but there is no guarantee the work permit will be approved.