I can't see that your situation is any different from people in lots of industry's that have been forced by new legislation to take training to comply with new regulations in order to keep working within the law.
It matters not if you are a plumber or pilot, training to comply with new legislation is a business expense.
I have found HMRC to be very understanding about this.