Quantum data scientist: The new role of the 21st Century

Abstract

Quantum computing is surpassing the current physical capabilities limited by classical computing, including that of supercomputers, promising significant transformations in various fields in just 5 to 10 years. According to Moore’s law, which marks advances in technology. Fields such as optimization, chemistry, and medicine have been boosted by the many benefits of quantum computing. One of the most promising areas is Quantum Machine Learning (QML), which promises to provide us with faster, more powerful and more reliable algorithms. One of these promises materializes in AWS, where you have access to QuEra–Aquila, which has 256 qubits based on neutral atoms. It may seem like a few qubits, however, consider the case in which 500 of these are available. The number of amplitudes for such a system would exceed the estimated number of atoms in the Universe.