Improving Usability of Differential Privacy at Scale

This course aims to help practitioners improve the usability of Differential Privacy (DP) by enabling them to quantify and visualize privacy versus utility trade-offs. The course teaches a framework that allows users to understand the benefits of DP without needing to delve into complex mathematical concepts like epsilons and deltas. The teaching method includes a quick primer on DP, an explanation of the framework's development, and a real-time demonstration using a dataset. The course is intended for individuals interested in enhancing the usability of DP in practice.