IMHO training can provide you two things - a smooth start and someone more
experienced than you (to ask questions and to give you broad overview).
At the other side nothing can replace practical experience ("The experience
is proportional to the number of broken systems" :-)

So the answer is: do both.
And this is relevant not only to TSM.