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RecordNumber
2461
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Title
Data science & big data analytics discovering, analyzing, visualizing and presenting data
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Author Statement
EMC Education Services ; key contributors David Dietrich, Barry Heller, Beibei YangData science and big data analytics
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Collation
xviii, 410 pages illustrations (some color) 25 cm
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Notes
Includes bibliographical references and index , 1. Introduction to big data analytics -- 2. Data analytics lifecycle -- 3. Review of basic data analytic methods using R -- 4. Advanced analytical theory and methods: clustering -- 5. Advanced analytical theory and methods: association rules -- 6. Advanced analytical theory and methods: regression -- 7. Advanced analytical theory and methods: classification -- 8. Advanced analytical theory and methods: time series analysis -- 9. Advanced analytical theory and methods: text analysis -- 10. Advanced analytics, technology and tools: MapReduce and Hadoop -- 11. Advanced analytics, technology and tools: in-database analytics -- 12. The endgame, or putting it all together.
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Subject
Data mining. , Big data. , Quantitative research.
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ADDED ENTRIES
Dietrich, David , Heller, Barry, , Yang, Beibei, , EMC Education Services
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Link To Document :
