Quantum Machine Learning:: Bridging Qubits and Algorithms for the Next AI Revolution - Softcover

Savitha, P.Margaret; M, Vinay; Gupta, Heena

 
9786209209628: Quantum Machine Learning:: Bridging Qubits and Algorithms for the Next AI Revolution
Softcover
ISBN 10: 6209209629 ISBN 13: 9786209209628
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

The convergence of quantum computing and machine learning marks one of the most profound shifts in the history of computation. As classical algorithms begin to strain under the weight of data complexity, dimensionality, and energy demands, quantum machine learning (QML) emerges not merely as a technological upgrade—but as a conceptual leap. This book, Quantum Machine Learning: Bridging Qubits and Algorithms for the Next AI Revolution, is born from the conviction that the future of artificial intelligence lies in the entangled logic of quantum systems and the adaptive intelligence of learning algorithms.The journey into QML is not just about faster computation or exotic physics—it’s about rethinking how machines learn, reason, and evolve. Quantum systems offer a radically different substrate for information processing: one that is probabilistic, parallel, and inherently high-dimensional. When fused with the principles of supervised, unsupervised, and reinforcement learning, these systems can unlock new capabilities in pattern recognition, optimization, generative modeling, and decision-making.

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Über die Autorin bzw. den Autor

Dr. P. Margaret Savitha is working as an Assistant Professor in the Department of Computer Science, Christ (Deemed to be University), Yeshwanthpur Campus, Bengaluru. She has 16 years of teaching experience. She has several published research articles in National and International journals.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6209209629
ISBN 13 
9786209209628
Einband
Taschenbuch
Anzahl der Seiten
84
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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