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----
-title: Statistics
-date: '2021-01-01'
-type: book
-weight: 40
-math: true
----
-
-Introduction to statistics for data science.
-
-<!--more-->
-
-{{< icon name="clock" pack="fas" >}} 1-2 hours per week, for 8 weeks
-
-## Learn
-
-The general form of the **normal** probability density function is:
-
-$$
-f(x) = \frac{1}{\sigma \sqrt{2\pi} } e^{-\frac{1}{2}\left(\frac{x-\mu}{\sigma}\right)^2}
-$$
-
-{{< callout note >}}
-The parameter $\mu$ is the mean or expectation of the distribution.
-$\sigma$ is its standard deviation.
-The variance of the distribution is $\sigma^{2}$.
-{{< /callout >}}
-
-## Quiz
-
-{{< spoiler text="What is the parameter $\mu$?" >}}
-The parameter $\mu$ is the mean or expectation of the distribution.
-{{< /spoiler >}}