Concise Guide to Quantum Machine Learning

By (author)Pastorello

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This book offers a brief but effective introduction to quantum machine learning (QML). QML is not merely a translation of classical machine learning techniques into the language of quantum computing, but rather a new approach to data representation and processing. Accordingly, the content is not divided into a ?classical part? that describes standard machine learning schemes and a ?quantum part? that addresses their quantum counterparts. Instead, to immerse the reader in the quantum realm from the outset, the book starts from fundamental notions of quantum mechanics and quantum computing. Avoiding unnecessary details, it presents the concepts and mathematical tools that are essential for the required quantum formalism. In turn, it reviews those quantum algorithms most relevant to machine learning. Later chapters highlight the latest advances in this field and discuss the most promising directions for future research.

SKU: 9789811968990
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Weight 1 kg
Book Author

Pastorello

Edition

1st

Format

Paperback

ISBN

9789811968990

Language

English

Pages

148

Publication Year

Publisher

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