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  <titleInfo>
    <title>Machine Learning Upgrade</title>
    <subTitle>A Data Scientist’s Guide to MLOps, LLMs, and ML Infrastructure</subTitle>
  </titleInfo>
  <name type="personal">
    <namePart>Kehrer, Kristen Caleb Kaiser</namePart>
    <role>
      <roleTerm authority="marcrelator" type="text">creator</roleTerm>
    </role>
  </name>
  <typeOfResource>text</typeOfResource>
  <originInfo>
    <place>
      <placeTerm type="text">New jersy</placeTerm>
    </place>
    <publisher>John Wiley &amp; Sons, Inc</publisher>
    <dateIssued>2024</dateIssued>
    <issuance>monographic</issuance>
  </originInfo>
  <physicalDescription>
    <extent>xv, 218 p.  : ill. ; 21.5 cm. </extent>
  </physicalDescription>
  <note>Includes index&amp; appendix </note>
  <subject>
    <topic>Machine Learning Data Versioning</topic>
    <topic>MLOps</topic>
    <topic>Scalability</topic>
    <topic>Model Deployment</topic>
    <topic>AI Systems</topic>
    <topic>FC</topic>
  </subject>
  <classification authority="ddc">006.3 KEH</classification>
  <identifier type="isbn">9781394249633 (pbk)</identifier>
  <recordInfo/>
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