Calculate Root Mean Squared Error in Excel

I recently made a code review and received a message asking me how to calculate root mean squared error (RMSE) from data in Excel.

Unfortunately, Excel does not have a function to calculate RMSE, so it is important to know the formula for computing this statistic:-