Episode One- Introduction to Data-Privacy and Machine Learning

The first episode provides an in-depth introduction to the topic of data privacy within the context of machine learning. It begins by establishing the relationship between data, privacy, and the ML framework. Additionally, it sets up a laboratory environment for demonstration purposes. Ultimately, it presents case studies highlighting concerns about data privacy.

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The Contents:

00:00 - Introduction
04:12 - AI Framework and Data
07:42 - storyline
10:03 - lab setup
27:24 - brainstorming
31:13 - Motivating examples
35:21 - scenarios
37:45 - case studies
52:08 - closing