In addition, you need to use the appropriate article for each. If you try to write 'die Training' you will likely be corrected with die Ausbildung. Likewise if you write 'das Ausbildung' it would be corrected to das Training.
I got this one wrong the first time. If it is a "select word order exercise" like I had, the only article available was das so it had to be das Training because Ausbildung is feminine (die Ausbildung).