While Tim Earhart has already provided the answer, I would like to add here there are cases when rather than using `choosing df.mean()` to substitute your NA values, it is better to choose `df.median()` - which calculates your median value.

Mean is notorious for taking into consideration even the outliers.
 
Since you are a beginner, you might want to try both.