<?xml version="1.0" encoding="UTF-8"?>
<mods xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://www.loc.gov/mods/v3" version="3.1" xsi:schemaLocation="http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-1.xsd">
  <titleInfo>
    <title>Machine learning with quantum computers</title>
  </titleInfo>
  <name type="personal">
    <namePart>Schuld, Maria.</namePart>
    <role>
      <roleTerm authority="marcrelator" type="text">creator</roleTerm>
    </role>
  </name>
  <name type="personal">
    <namePart>Petruccione,  F.</namePart>
  </name>
  <typeOfResource/>
  <originInfo>
    <place>
      <placeTerm type="code" authority="marccountry">sz</placeTerm>
    </place>
    <place>
      <placeTerm type="text">Cham, Switzerland</placeTerm>
    </place>
    <publisher>Springer</publisher>
    <dateIssued>2021</dateIssued>
    <edition>Second edition.</edition>
    <issuance/>
  </originInfo>
  <language>
    <languageTerm authority="iso639-2b" type="code">eng</languageTerm>
  </language>
  <physicalDescription>
    <extent>xiv, 312 pages : illustrations (some color) ; 24 cm</extent>
  </physicalDescription>
  <tableOfContents>Introduction
Machine learning
Quantum computing
Representing data on a quantum computer
Variational circuits as machine learning models
Quantum models as Kernel methods
Fault-tolerant quantum machine learning
Approaches based on the Ising model
Potential quantum advantages</tableOfContents>
  <note type="statement of responsibility">Maria Schuld,  F. Petruccione.</note>
  <note>Includes bibliographical references and index.</note>
  <subject>
    <topic>Machine learning</topic>
  </subject>
  <subject>
    <topic>Quantum computers</topic>
  </subject>
  <subject>
    <topic>Quantum theory</topic>
  </subject>
  <subject>
    <topic>Artificial intelligence</topic>
  </subject>
  <subject>
    <topic>Computer science</topic>
  </subject>
  <subject>
    <topic>Neural networks (Computer science)</topic>
  </subject>
  <subject>
    <topic>Conceptual structures (Information theory)</topic>
  </subject>
  <classification authority="ddc" edition="21">006.31</classification>
  <relatedItem type="series">
    <titleInfo>
      <title>Quantum science and technology</title>
    </titleInfo>
  </relatedItem>
  <identifier type="isbn">9783030830977</identifier>
  <identifier type="isbn"> 9783030830984</identifier>
  <location>
    <physicalLocation>Ayesha Abed Library</physicalLocation>
  </location>
  <recordInfo>
    <recordContentSource authority="marcorg">BD-DhAAL</recordContentSource>
    <recordCreationDate encoding="marc">250209</recordCreationDate>
    <recordChangeDate encoding="iso8601">20250909101154.0</recordChangeDate>
    <recordIdentifier source="BD-DhAAL">44094</recordIdentifier>
  </recordInfo>
</mods>
