Exercise

# Prepping for the DP Normal Distribution

Finally, you can generate differentially private synthetic data from a normal distribution. In this exercise, you'll be assigning epsilon and calculating the global sensitivity of your queries. Your queries are:

- What is the average age?
- What is the variance in age?

Recall that age is normalized from 0 to 1.

Instructions

**100 XP**

`fertility`

is available in your workspace.

- Set the value of epsilon using the initial privacy budget of 0.1 and taking into account the differentially private properties.
- Assign
`n`

as the number of observations,`a`

and`b`

as the lower and upper bounds of age, respectively. - Calculate the global sensitivity of the mean and variance for age.