"The training takes six weeks."
Translation:Das Training dauert sechs Wochen.
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.