In a nutshell, it no longer qualifies.
You may wish to set up as "self-employed" and reclaim the VAT if you can demonstrate that you will be self-employed after qualification. Best seek the advice of an accountant for that. However, if you plan is to become employed by an airline, then you be liable to repay the VAT.
Cheers
Whirls