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Machine Learning with Quantum Computers

Name: Machine Learning with Quantum Computers
Brand: Springer, Berlin
SKU: 41602068
Price: 52665 HUF
Availability: InStock
Author: Maria Schuld
ISBN: 9783030831004

Maria Schuld

Francesco Petruccione

Language

English

Book Paperback

Libristo code: 41602068

Publishers Springer, Berlin, November 2021

This book offers an introduction into quantum machine learning research, covering approaches that ra... Full description

Libristo code: 41602068

352 b

52 665 Ft

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This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data. Among the topics discussed are parameterized quantum circuits, hybrid optimization, data encoding, quantum feature maps and kernel methods, quantum learning theory, as well as quantum neural networks. The book aims at an audience of computer scientists and physicists at the graduate level onwards. The second edition extends the material beyond supervised learning and puts a special focus on the developments in near-term quantum machine learning seen over the past few years.