Can I deduct expenses to maintain a professional certification (continuing education courses, re-certification fees) if I am not currently working in that profession?

I hold a personal training certification that requires continuing education credits and CPR certification every two years, as well as paying a fee in order to maintain the certification. I would like to maintain the certification to use in the future but currently  am not working to stay home with my children. Are these expenses tax deductible?