Quantum circuits for machine learning by Amira Abbas

It is still an open question as to whether quantum computation is unequivocally useful in a machine learning context. This talk will introduce the current state of quantum computing and highlight the existing interplay between quantum and classical devices that is used to train quantum models. In doing so, we will discuss quantum circuits, data encoding techniques, the notion of quantum machine learning and finally, the promise that it holds.