Quantum Machine Learning: What Quantum Computing Means to Data Mining
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Quantum Machine Learning: What Quantum Computing Means to Data Mining
Quantum Machine Learning: What Quantum Computing Means to Data Mining
Stavka #: 243033293

Quantum Machine Learning: What Quantum Computing Means to Data Mining

Stavka #: 243033293

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  • 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.Bridges the gap between abstract developments in quantum computing with the applied research on machine learningProvides the theoretical minimum of machine learning, quantum mechanics, and quantum computingGives step-by-step guidance to a broader understanding of this emergent interdisciplinary body of research
Publisher Academic Press
Publication date September 2, 2016
Edition 1st
Language English
Print length 176 pages
ISBN-10 0128100400
ISBN-13 978-0128100400
Item Weight 10.5 ounces (297.68 grams)
Dimensions 6.01 x 0.4 x 8.99 inches (15.3 x 1 x 22.8 cm)

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Quantum Machine Learning: What Quantum Computing Means to Data Mining

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