1-8 July 2022
Virtual Conference
Africa/Johannesburg timezone
If you were unable to submit your Supervisor Forms for the SAIP2022 Proceedings, please mail it to tebogo.mokhine@saip.org.za . Also indicate your abstract or contribution ID.

LEVERAGING QUANTUM MACHINE LEARNING IN FINANCE

7 Jul 2022, 11:45
15m
Zoom Platform (Virtual Conference)

Zoom Platform

Virtual Conference

Oral Presentation Track E - Physics for Development, Education and Outreach Physics for Development, Education and Outreach

Speaker

MOTSHIDISI TSHIDI (BOTSWANA INTERNATIONAL UNIVERSITY OF SCIENCE AND TECHNOLOGY)

Description

Abstract:

Quantum computers are expected to outperform the computational capabilities of classical computers during this decade and achieve a disruptive impact on numerous industry sectors, particularly finance. Quantum machine learning is an emerging field that will develop quantum algorithms to perform advanced machine learning tasks. Quantum machine learning is at the intersection between quantum computing and artificial intelligence and is set to revolutionize what the future looks like. Therefore, it is essential to understand the basic theory of machine learning and examine how it fits into quantum machine learning. We demonstrate how quantum machine learning can be leveraged to assist financial services organizations to solve problems and create opportunities by improving essential processes, for example, fraud detection and prevention, credit decision and underwriting.

Level for award;(Hons, MSc, PhD, N/A)?

MSc

Apply to be considered for a student ; award (Yes / No)? YES

Primary authors

MOTSHIDISI TSHIDI (BOTSWANA INTERNATIONAL UNIVERSITY OF SCIENCE AND TECHNOLOGY) Dr MHLAMBULULI MAFU (BOTSWANA INTERNATIONAL UNIVERSITY OF SCIENCE AND INTERNATIONALLY)

Presentation Materials

There are no materials yet.