Quantum Machine Learning

Written By Peter Wittek
Quantum Machine Learning
  • Publsiher : Academic Press
  • Release : 10 September 2014
  • ISBN : 0128010991
  • Pages : 176 pages
  • Rating : /5 from reviews
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Download or read book entitled Quantum Machine Learning by author: Peter Wittek which was release on 10 September 2014 and published by Academic Press with total page 176 pages . This book available in PDF, EPUB and Kindle Format. Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning algorithms in a quantum framework. Theoretical advances in quantum computing are hard to follow for computer scientists, and sometimes even for researchers involved in the field. The lack of a step-by-step guide hampers the broader understanding of this emergent interdisciplinary body of research. Quantum Machine Learning sets the scene for a deeper understanding of the subject for readers of different backgrounds. The author has carefully constructed a clear comparison of classical learning algorithms and their quantum counterparts, thus making differences in computational complexity and learning performance apparent. This book synthesizes of a broad array of research into a manageable and concise presentation, with practical examples and applications. Bridges the gap between abstract developments in quantum computing with the applied research on machine learning Provides the theoretical minimum of machine learning, quantum mechanics, and quantum computing Gives step-by-step guidance to a broader understanding of this emergent interdisciplinary body of research

Quantum Machine Learning

Quantum Machine Learning
  • Author : Peter Wittek
  • Publisher : Academic Press
  • Release Date : 2014-09-10
  • Total pages : 176
  • ISBN : 0128010991
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Summary : Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning algorithms in a quantum framework. Theoretical advances in quantum computing ...

Quantum Machine Learning With Python

Quantum Machine Learning With Python
  • Author : Santanu Pattanayak
  • Publisher : Apress
  • Release Date : 2021-03-29
  • Total pages : 295
  • ISBN : 0128010991
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Summary : Quickly scale up to Quantum computing and Quantum machine learning foundations and related mathematics and expose them to different use cases that can be solved through Quantum based algorithms.This book explains Quantum Computing, which leverages the Quantum mechanical properties sub-atomic particles. It also examines Quantum machine learning, which can ...

Quantum Machine Learning

Quantum Machine Learning
  • Author : Siddhartha Bhattacharyya,Indrajit Pan,Ashish Mani,Sourav De,Elizabeth Behrman,Susanta Chakraborti
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2020-06-08
  • Total pages : 131
  • ISBN : 0128010991
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Summary : Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing ...

Supervised Learning with Quantum Computers

Supervised Learning with Quantum Computers
  • Author : Maria Schuld,Francesco Petruccione
  • Publisher : Springer
  • Release Date : 2018-08-30
  • Total pages : 287
  • ISBN : 0128010991
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Summary : Quantum machine learning investigates how quantum computers can be used for data-driven prediction and decision making. The books summarises and conceptualises ideas of this relatively young discipline for an audience of computer scientists and physicists from a graduate level upwards. It aims at providing a starting point for those new ...

Principles of Quantum Artificial Intelligence

Principles of Quantum Artificial Intelligence
  • Author : Andreas Wichert
  • Publisher : Unknown
  • Release Date : 2020-07
  • Total pages : 498
  • ISBN : 0128010991
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Summary : Read online Principles of Quantum Artificial Intelligence written by Andreas Wichert, published by which was released on 2020-07. Download full Principles of Quantum Artificial Intelligence Books now! Available in PDF, ePub and Kindle....

Quantum Machine Learning An Applied Approach

Quantum Machine Learning  An Applied Approach
  • Author : Santanu Ganguly
  • Publisher : Apress
  • Release Date : 2021-07-09
  • Total pages : 380
  • ISBN : 0128010991
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Summary : Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and research. The first three chapters offer insights into the combination of the science of quantum mechanics and the techniques of ...

Supervised Learning with Quantum Computers

Supervised Learning with Quantum Computers
  • Author : Maria Schuld,Francesco Petruccione
  • Publisher : Springer
  • Release Date : 2018-10-12
  • Total pages : 287
  • ISBN : 0128010991
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Summary : This book investigates how quantum computers can be used for data-driven prediction. It summarizes and conceptualizes ideas that have been proposed in the discipline of quantum machine learning to provide a starting point for those new to the field, while serving as a reference for readers familiar with the topic. ...

Machine Learning Meets Quantum Physics

Machine Learning Meets Quantum Physics
  • Author : Kristof T. Schütt,Stefan Chmiela,O. Anatole von Lilienfeld,Alexandre Tkatchenko,Koji Tsuda,Klaus-Robert Müller
  • Publisher : Springer
  • Release Date : 2020-06-04
  • Total pages : 467
  • ISBN : 0128010991
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Summary : Designing molecules and materials with desired properties is an important prerequisite for advancing technology in our modern societies. This requires both the ability to calculate accurate microscopic properties, such as energies, forces and electrostatic multipoles of specific configurations, as well as efficient sampling of potential energy surfaces to obtain corresponding ...

Quantum Computing with Silq Programming

Quantum Computing with Silq Programming
  • Author : Srinjoy Ganguly,Thomas Cambier
  • Publisher : Packt Publishing Ltd
  • Release Date : 2021-04-30
  • Total pages : 310
  • ISBN : 0128010991
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Summary : Silq is a new high-level programming language to program quantum computers easily. Silq is set to revolutionize quantum programming just as the C programming language did for classical computers. Quantum Computing with Silq will prepare you for the quantum revolution and enable you to start building software and application programs ...

Quantum Machine Learning in Chemical Space

Quantum Machine Learning in Chemical Space
  • Author : Felix Andreas Faber
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 0128010991
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Summary : Read online Quantum Machine Learning in Chemical Space written by Felix Andreas Faber, published by which was released on 2019. Download full Quantum Machine Learning in Chemical Space Books now! Available in PDF, ePub and Kindle....

Principles Of Quantum Artificial Intelligence Quantum Problem Solving And Machine Learning Second Edition

Principles Of Quantum Artificial Intelligence  Quantum Problem Solving And Machine Learning  Second Edition
  • Author : Andreas Miroslaus Wichert
  • Publisher : World Scientific
  • Release Date : 2020-07-08
  • Total pages : 496
  • ISBN : 0128010991
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Summary : This unique compendium presents an introduction to problem solving, information theory, statistical machine learning, stochastic methods and quantum computation. It indicates how to apply quantum computation to problem solving, machine learning and quantum-like models to decision making — the core disciplines of artificial intelligence.Most of the chapters were rewritten and ...

Hands On Quantum Information Processing with Python

Hands On Quantum Information Processing with Python
  • Author : Dr. Makhamisa Senekane
  • Publisher : Packt Publishing Ltd
  • Release Date : 2021-01-29
  • Total pages : 252
  • ISBN : 0128010991
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Summary : Quantum computers have the potential to efficiently solve problems that are otherwise unmanageable for classical computers. This book takes a hands-on approach to help you explore the foundation of quantum information processing as well as associated methodologies and implementations to enable you to be productive in no time....

Quantum Machine Learning for Supervised Pattern Recognition

Quantum Machine Learning for Supervised Pattern Recognition
  • Author : Maria Schuld
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 402
  • ISBN : 0128010991
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Summary : Read online Quantum Machine Learning for Supervised Pattern Recognition written by Maria Schuld, published by which was released on 2017. Download full Quantum Machine Learning for Supervised Pattern Recognition Books now! Available in PDF, ePub and Kindle....

Quantum Machine Learning

Quantum Machine Learning
  • Author : Siddhartha Bhattacharyya,Indrajit Pan,Ashish Mani,Sourav De,Elizabeth Behrman,Susanta Chakraborti
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2020-06-08
  • Total pages : 131
  • ISBN : 0128010991
GET BOOK

Summary : Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing ...

Principles of Quantum Artificial Intelligence

Principles of Quantum Artificial Intelligence
  • Author : ANDREAS MIROSLAUS. WICHERT
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 212
  • ISBN : 0128010991
GET BOOK

Summary : Read online Principles of Quantum Artificial Intelligence written by ANDREAS MIROSLAUS. WICHERT, published by which was released on 2020. Download full Principles of Quantum Artificial Intelligence Books now! Available in PDF, ePub and Kindle....