So my Professor used two identities of the Gamma function but I found no proofs in books or the internet.
The first part is:
(i) $ n \in \mathbb {N} $ holds for all $$\int_ {0}^{\infty} e^{- t ^ {2}} t ^ {2 n} d t = \sqrt {\pi} \frac {(2 n-1)! !} {2 ^ {n + 1}} $$ where $ (2 n-1)! ! = 1 \times 3 \times 5 \times \ldots \times (2 n-1) $.
(ii) For all $ a> -1 $ holds $$ \int_ {0} ^ {1} \left (\log \frac {1} {t} \right) ^ {a} d t = \Gamma (a + 1). $$
Maybe one can prove (i) with the fact that $ \Gamma \left (\frac {1} {2} \right) = \sqrt {\pi} $.
If anyone knew passages in books with a proof for them or is able to prove it by himself or herself, I would be very happy to see such results or even hints.
(i) can be found here, the method is a classic example of "differentiating under the integral sign" (very common in physics for example). There is no need to use any gamma function.
(ii) Hint: just do a substitution with $z=\log(1/t)$.