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Using privacy budgets

The diffprivlib package includes statistical functions to explore data, such as the case of mean(). It computes the private average of array elements. Use the functions from the tools module of diffprivlib.

Here, you will use a privacy budget accountant acc to track privacy loss when computing the private mean on the array ages from the Heart Failure Prediction dataset.

The tools module from diffprivlib and the BudgetAccountant class have already been loaded.

This exercise is part of the course

Data Privacy and Anonymization in Python

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Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Initialize budget accountant with epsilon of 1.2
acc = ____
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