Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

A Differentially Private Data Analytics API at Scale

USENIX via YouTube

Overview

This course teaches learners about a privacy system that utilizes differential privacy to protect data while providing audience engagement insights for marketing analytics applications. The course covers differentially private algorithms, privacy safeguards, and budget management services. The teaching method includes detailing algorithms and privacy safeguards used in the system. The intended audience for this course includes data analysts, data scientists, and professionals interested in privacy-preserving data analytics.

Syllabus

Intro
Our Mission
Differential Privacy
Differentially Private
Models of Differential Privacy
Audience Engagement API
What is a differencing attack
Existing infrastructure
Privacy system
Sensitivity
Summary
Known vs Unknown Domain
Algorithms
Overall Privacy

Taught by

USENIX

Reviews

Start your review of A Differentially Private Data Analytics API at Scale

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.