Is it true that every nilpotent group is a solvable group? It is true for finite $ p $-groups, but I am not sure about infinite $ p $-groups.
Infinite non-abelian $ p $-groups.
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To answer your questions, yes every nilpotent group is solvable. That follows immediately from the definintions, because a finite central series for a group is also a normal series for which the factor groups are all abelian.
For the second question, it is not true that all infinite $p$-groups are nilpotent, or even solvable. The most extreme counterexample is a Tarski Monster, but there are easier couterexamples.
Let $P_n$ be a Sylow $p$-subgroup of the symmetric group $S_{p^n}$ of degree $p^n$. Then, using a natural embedding $S_{p^n} \to S_{p^{n+1}}$, we get $P_n < P_{n+1}$, and the union $\cup_{n \ge 1} P_n$ is an infinite $p$-group. It cannot be solvable, because the derived length of $P_n$ tends to $\infty$ with $n$.
From the Wikipedia article on Nilpotent groups:
see also these: