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Quantum Machine Learning: Theory and Practice - Yuan Fang,Guoping Guo,Lei Li

English
2026-08-14
€290.94 €363.68

-20% with code BOOKS

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This book primarily introduces the background knowledge and fundamental concepts of quantum machine learning, as well as the basic principles and implementation of several important quantum machine learning algorithms.It is structured into nine chapters, covering the following main topics: background knowledge of quantum machine learning, fundamentals of quantum computing, the quantum machine learning frame ... Full description

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Description

This book primarily introduces the background knowledge and fundamental concepts of quantum machine learning, as well as the basic principles and implementation of several important quantum machine learning algorithms.It is structured into nine chapters, covering the following main topics: background knowledge of quantum machine learning, fundamentals of quantum computing, the quantum machine learning framework VQNet, support vector machines, clustering, convolutional neural networks, recurrent neural networks, generative adversarial networks, and natural language processing.This book can serve as a reference for graduate students, teachers, and researchers in relevant fields at universities or research institutes. It is also suitable as a self-study guide for quantum machine learning enthusiasts.

More Information

Author Yuan Fang, Guoping Guo, Lei Li
Publisher Springer Verlag, Singapore
Release year 2026
Cover type Hardcover
EAN 9789819216734
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€290.94 €363.68