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Machine Learning with Quantum Computers

Name: Machine Learning with Quantum Computers
Brand: Springer Nature Switzerland AG
SKU: 9783030830977
Price: 129.91 EUR
Availability: InStock

Autor: Maria Schuld

Jazyk:

Väzba: Pevná

Vydavateľ: Springer Nature Switzerland AG

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

129.91 €

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

Informácie o knihe

Autor

Maria Schuld

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2021

Stránok

328

EAN

9783030830977

ISBN

3030830977

Enbook ID

37307835

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

658

Rozmery

160 x 241 x 24

Kompletný popis

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.