Quantum Machine Learning : What Quantum Computing Means to Data Mining, Paper...

Quantum Machine Learning : What Quantum Computing Means to Data Mining, Paperback by Wittek, Peter, ISBN 0128100400, ISBN-13 9780128100400, Brand New, Free shipping in the US<p><i>Quantum Machine Learning</i> 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. </p> <p><i>Quantum Machine Learning</i> 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.</p><ul> <li>Bridges the gap between abstract developments in quantum computing with the applied research on machine learning</li> <li>Provides the theoretical minimum of machine learning, quantum mechanics, and quantum computing</li> <li>Gives step-by-step guidance to a broader understanding of this emergent interdisciplinary body of research</li></ul>