SDS-3.x: Scalable Data Science and Distributed Machine Learning

000_8-sds-3-x-pri: Privacy-Preserving Data Science

Topics: Introduction to Privacy-aware Scalable Data Science. Topics: Data Sanitization, Algorithmic Sanitization, GDPR law and its implications for AI/ML, Pseudonymzation and Differential Privacy, Minimax Optimal Procedures for Locally Private Estimation

1. Primer on Privacy in Data Science