COS 478 - Introduction to Private Machine Learning (AI)

Overview of the role of AI and Machine Learning in improving understanding privacy concepts as well as learning how to develop privacy-preserving and fair data-intensive applications. Topics include Information privacy Fundamentals, differential privacy and its variants; algorithmic tools for differential privacy; applications of differential privacy; and differential privacy in industry.

Prerequisites: COS 225 and STS 235 or STS 332

Course Typically Offered: Variable

Credits: 3