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

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

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

Synopsis

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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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6209209629
ISBN 13 
9786209209628
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
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