This is from Dummit and Foote:
Theorem: If the extension $K/F$ finite, then $K$ is generated by a finite number of algebraic elements over $F$.
Proof: If $K/F$ is finite of degree $n$, let $\alpha_1, \alpha_2,..., \alpha_n$ be a basis for $K$ as a vector space over $F$. So, $[F(\alpha_i):F]$ divides $[K:F]=n$ for $i=1,\ldots,n$, so that, each $\alpha_i$, is algebraic over $F$. Since $K$ is obviously generated over $F$ by $\alpha_1,\alpha_2,\ldots,\alpha_n$, we see that $K$ is generated by a finite number of algebraic elements over $F$.
I am stuck at that 'obviously': Why is $K=F(\alpha_1,\alpha_2,\ldots,\alpha_n)$?
Also, I will be obliged if you provide something similar as $F(\alpha)\cong F[x]/m_{\alpha,F}(x)$ (where $\alpha$ algebraic over $F$ and $m$ is minimal polynomial) for $F(\alpha_1,\alpha_2,\ldots,\alpha_n)$ where each of $\alpha_i$ is algebraic over $F$.
The hypothesis $K/F$ is finite means, $K$, regarded as a vector space over the field $F$ is of finite dimension. The set $\{\alpha_1,\alpha_2,\ldots, \alpha_n\}$ is a basis for this vector space: SO every element of $K$ is obtained as a linear combination of elements $\alpha_i$'s with coefficients from $F$.
So definitely the same elements suffice to generate $K$ as an extension field over $F$. Note that such an extension may not be simple (i.e generated as a field by a single element) unless additional hypothesis on $F$ is available (characteristic zero, or separable)