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Quantum Machine Learning: What Quantum Computing Means to Data Mining

Quantum Machine Learning: What Quantum Computing Means to Data Mining

by Wittek, Peter
No customer reviews yet ISBN 9780128100400 Academic Press

Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning algorithms in a quantum framework. Theoretical advances in quantum computing are hard to follow for computer scientists, and sometimes even for researchers involved in the field. The lack of a step-by-step guide hampers the broader understanding of this emergent interdisciplinary body of research.

Quantum Machine Learning sets the scene for a deeper understanding of the subject for readers of different backgrounds. The author has carefully constructed a clear comparison of classical learning algorithms and their quantum counterparts, thus making differences in computational complexity and learning performance apparent. This book synthesizes of a broad array of research into a manageable and concise presentation, with practical examples and applications.

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Product details

BrandAcademic Press
Pub dateAug 19, 2016
ISBN-100128100400
ISBN-139780128100400
LanguageEnglish
Dimensions8.99 × 0.4 × 6.01 in
Weight1 lb
Last updated 2026-01-13 12:19
$109.97
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