Is there a closed-form expression for the sum $\sum_{k=0}^n\binom{n}kk^p$ given positive integers $n,\,p$? Earlier I thought of this series but failed to figure out a closed-form expression in $n,\,p$ (other than the trivial case $p=0$).
$$p=0\colon\,\sum_{k=0}^n\binom{n}kk^0=2^n$$
I know that $\sum_{k=0}^n\binom{n}k=2^n$ and $\sum_{k=0}^nk^n=\frac{k^{n+1}-1}{k-1}$ but I am unsure of whether these would be of much use now.
Additionally, what about the similar series $\sum_{k=0}^n\binom{n}kk^n$ where $p=n$?