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  <titleInfo>
    <title>Advanced data analytics using python</title>
    <subTitle>with architectural patterns text and image classification and optimization techniques</subTitle>
  </titleInfo>
  <name type="personal">
    <namePart>Mukhopadhyay, Sayan.</namePart>
    <role>
      <roleTerm authority="marcrelator" type="text">creator</roleTerm>
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  <name type="personal">
    <namePart>Samanta, Pratip.</namePart>
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    <place>
      <placeTerm type="text">New York</placeTerm>
    </place>
    <publisher>Apress</publisher>
    <dateIssued>2025</dateIssued>
    <edition>2nd ed.</edition>
    <issuance>monographic</issuance>
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  <language>
    <languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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  <physicalDescription>
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    <extent>xvii,249p. ; PB 23.9 cm</extent>
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  <note type="statement of responsibility">By Sayan Mukhopadhyay and Pratip Samanta.</note>
  <subject>
    <topic>A birds eye view to AI system</topic>
  </subject>
  <subject>
    <topic>Feature engineering and supervised learning</topic>
  </subject>
  <subject>
    <topic/>
  </subject>
  <classification authority="ddc" edition="2">005.762 MUKS</classification>
  <identifier type="isbn">9781484280041</identifier>
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