Expecation of a raised random variable

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Let $\alpha>0$ be some scalar and $X$ a random variable. How can I calculate $E[\alpha^X]$?

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$$E\left[\alpha^X\right] = \int_{-\infty}^\infty \alpha^x f_X(x) dx, \tag{1}$$ where $f_X(x)$ is the probability density function (pdf) of $X$.