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Více informací o knize Machine Learning with Quantum Computers

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Anotace knihy

This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data. Among the topics discussed are parameterized quantum circuits, hybrid optimization, data encoding, quantum feature maps and kernel methods, quantum learning theory, as well as quantum neural networks. The book aims at an audience of computer scientists and physicists at the graduate level onwards. The second edition extends the material beyond supervised learning and puts a special focus on the developments in near-term quantum machine learning seen over the past few years.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Mathematik Mathematik - Sonstiges

• Plný název: Machine Learning with Quantum Computers
• Autor: Maria Schuld
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 328
• EAN: 9783030830977
• ISBN: 3030830977
• ID: 37307835
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 658 g
• Rozměry: 241 × 160 × 24 mm
• Datum vydání: 18. October 2021

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