Betrand's Postulate implies that for $n \ge 1$ there is always a prime $p$ with $n < p \le 2n$.
Sylvester strengthened this result to:
> If $n \ge 2k$ then at least one of the numbers $n, n - 1, n - 2, \cdots, n - k + 1$ has a prime divisor $p > k$.
Hence if $n \ge 2k$, which we can always assume since $\displaystyle \binom{n}{k} = \binom{n}{n - k}$, then
$$ \binom{n}{k} = \frac{n(n-1)\cdots(n-k+1)}{k!} $$
has a prime $p$ in the numerator with $p > k$. Hence $p \mid \binom{n}{k}$. Since we are assuming $k, n - k \ge 2$ this shows that $\binom{n}{k}$ is not a power of $2$.
**Reference**
M. Aigner _Proofs from THE BOOK_ , Springer (2014), 5th ed. (Ch. 2, 3)