Integral extension of fields is a finite vector space extension

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I want to show that if $E$ and $F$ are fields, and $E$ is an integral extension of $F$, then $E$ as a vector space over $F$ has finite dimension. Does anyone have a proof of this, or can reference one?

Thanks.