Masterclass: Implications of Deep Learning Recommendation Systems

Introduction

This masterclass will look at "The Magic of Recommendation Systems: Understanding Deep Learning and its Implications on Security and Privacy". Have you ever wondered how your favourite online services like Spotify, Netflix, and Amazon, provide you with such personalized and accurate recommendations? The answer lies in the deep learning machine learning models that capture vast amounts of information about our online behavior and use it to make recommendations. These models are trained on massive amounts of data, including sparse features like clicks, purchases, and mouse hovers on websites. In this webinar, our speaker will provide an overview of how current-generation recommendation systems work, and also delve into the implications of the data collected by these systems on user privacy and security. Join us as we explore the fascinating world of deep learning and its impact on our lives.