My lecture notes say:
A polynomial on $\mathbb{R}$ is a function $f: \mathbb{R} \to \mathbb{R}$ with $x \mapsto \sum_{k=0}^n a_k x^k$ with $n \in \mathbb{N}$ and $a_k \in \mathbb{R}$.
A power series in $x \in \mathbb{R}$ is the expression $\sum_{k=0}^\infty a_k x^k$ with $a_k \in \mathbb{R}$.
I don't really understand the difference here. What should "expression" mean in this case? Except that the second sum goes to infinity the definitions look the same to me.
Can somebody explain me the differences?