Towards Data Science is a community-powered publication that showcases work in data science, machine learning and artificial intelligence. Every day newcomers, seasoned researchers and industry practitioners publish tutorials, research notes and real-world case studies that help the field move forward.

Towards Data Science

Sara A. Metwalli, a quantum computing researcher at the University of Edinburgh's Quantum Software Lab, discusses why data scientists should pay attention to quantum computing. She argues that core data science tasks like optimization, sampling, and large-scale linear algebra are precisely the problems quantum algorithms aim to address. She also reflects on completing her PhD, the impact of LLMs on research communication, and why human-authored writing remains valuable in the age of generative AI.

Why Data Scientists Should Care About Quantum Computing