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Supervised Learning with Quantum Computers

Name: Supervised Learning with Quantum Computers
Brand: Springer
SKU: 41049023
Price: 221.89 EUR
Availability: InStock
Author: Maria Schuld
ISBN: 9783319964249

Maria Schuld

Francesco Petruccione

Langue

Anglais

Livre numérique Adobe ePub DRM

Code Libristo: 41049023

Éditeurs Springer, août 2018

Quantum machine learning investigates how quantum computers can be used for data-driven prediction a... Description détaillée

Code Libristo: 41049023

543 b

221.89 € TVA incluse

En stock Immédiatement téléchargeable

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Quantum machine learning investigates how quantum computers can be used for data-driven prediction and decision making. The books summarises and conceptualises ideas of this relatively young discipline for an audience of computer scientists and physicists from a graduate level upwards. It aims at providing a starting point for those new to the field, showcasing a toy example of a quantum machine learning algorithm and providing a detailed introduction of the two parent disciplines. For more advanced readers, the book discusses topics such as data encoding into quantum states, quantum algorithms and routines for inference and optimisation, as well as the construction and analysis of genuine ``quantum learning models''. A special focus lies on supervised learning, and applications for near-term quantum devices.