I am not eligible for express entry, so can I apply for a study permit?

This will depend on whether you can explain the gap in education that could be due to work or other relevant reasons. However, in the end this is at the discretion of the visa officer. Canada does not have an age limit set for students to apply, provided you justify the educational gaps.