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Książka Supervised Learning with Quantum Computers Maria Schuld

Supervised Learning with Quantum Computers

Autor: Maria Schuld, Francesco Petruccione
Język: Angielski
Oprawa: Twarda
Wydawca: Springer International Publishing AG
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
772.14 zł
This book investigates how quantum computers can be used for data-driven prediction. It summarizes a...

Informacje o książce

Autor
Maria Schuld, Francesco Petruccione
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2018
strony
287
EAN
9783319964232
ISBN
3319964232
Enbook ID
19693948
Wydawca
Springer International Publishing AG
Waga
576
Wymiary
242 x 164 x 26

Pełny opis

This book investigates how quantum computers can be used for data-driven prediction. It summarizes and conceptualizes ideas that have been proposed in the discipline of quantum machine learning to provide a starting point for those new to the field, while serving as a reference for readers familiar with the topic. Given the interdisciplinary nature of the subject, the first chapters work through a simple but illustrative quantum machine learning algorithm and give a detailed overview of the parent disciplines. The book then presents core methods for the design of quantum machine learning algorithms with a focus on supervised learning. Amongst these methods are the representation of data by quantum states, quantum routines for inference and training, learning with quantum models, as well as near-term applications. The book contributes to research in quantum machine learning and targets an interdisciplinary audience of computer scientists and physicists from a graduate level onwards.

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