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  <titleInfo>
    <title>Data science and big data analytics</title>
    <subTitle>discovering, analyzing, visualizing and presenting data</subTitle>
  </titleInfo>
  <name type="corporate">
    <namePart>EMC Education Services</namePart>
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    <dateIssued encoding="marc">2015</dateIssued>
    <issuance>monographic</issuance>
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  <language>
    <languageTerm authority="iso639-2b" type="code">spa</languageTerm>
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  <language objectPart="translation">
    <languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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    <extent>410 páginas : : figuras ; tables.</extent>
  </physicalDescription>
  <abstract>Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software.</abstract>
  <tableOfContents>Chapter 1: Introduction to Big Data Analytics. -- Chapter 2: Data Analytics Lifecycle. -- Chapter 3: Review of Basic Data Analytic Methods Using R. -- Chapter 4: Advanced Analytical Theory and Methods: Clustering. -- Chapter 5: Advanced Analytical Theory and Methods: Association Rules. -- Chapter 6: -- Advanced Analytical Theory and Methods: Regression. -- Chapter 7: Advanced Analytical Theory and Methods: Classification. -- Chapter 8: Advanced Analytical Theory and Methods: Time Series Analysis. -- Chapter 9: Advanced Analytical Theory and Methods: Text Analysis. -- Chapter 10: Advanced Analytics—Technology and Tools: MapReduce and Hadoop. -- Chapter 11: Advanced Analytics—Technology and Tools: In-Database Analytics. -- Chapter 12: The Endgame, or Putting It All Together.</tableOfContents>
  <note>Contents.</note>
  <subject authority="lcsh">
    <topic>Data in computer systems</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Datos en los sistemas informáticos</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Data sets</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Conjuntos de datos</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Big data</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Integración semántica</topic>
    <topic>Sistemas informáticos</topic>
  </subject>
  <classification authority="ddc" edition="23">005.7 D232</classification>
  <identifier type="isbn">9781118876138</identifier>
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    <recordContentSource authority="marcorg">CO-ViULL</recordContentSource>
    <recordCreationDate encoding="marc">230503</recordCreationDate>
    <recordChangeDate encoding="iso8601">20251030135903.0</recordChangeDate>
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