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010   $a3-319-12066-2
024 7 $a10.1007/978-3-319-12066-9
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035   $a(EBL)1965466
035   $a(OCoLC)900885999
035   $a(SSID)ssj0001408189
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035   $a(PQKBTitleCode)TC0001408189
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035   $a(DE-He213)978-3-319-12066-9
035   $a(PPN)183149211
035   $a(EXLCZ)993710000000315882
100   $a20141208d2014      u|             0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aBeginning data science with R$b[electronic resource] /$fby Manas A. Pathak
205   $a1st ed. 2014.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2014.
215   $a1 online resource (165 p.)
300   $aDescription based upon print version of record.
311   $a3-319-12065-4 
320   $aIncludes bibliographical references.
327   $aIntroduction -- Overview of the R Programming Language -- Getting Data into R -- Data Visualization -- Exploratory Data Analysis -- Regression -- Classification -- Text Mining.  .
330   $a?Data Science with R? deals with implementing many useful data analysis methodologies with the R programming language. The target audience for this book is non-R programmers and non-statisticians. The book will cover all the necessary concepts from the basics to state-of-the-art technologies like working with big data. The author attempts to strike a balance between the ?how?: specific processes and methodologies, while also talking about the ?why?: giving an intuition behind how a particular technique works, so that the reader can apply the generalized solution to the problem at hand.
606   $aApplied mathematics
606   $aEngineering mathematics
606   $aStatistics 
606   $aSignal processing
606   $aImage processing
606   $aSpeech processing systems
606   $aR (Computer program language)
606   $aMathematical and Computational Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T11006
606   $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008
606   $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051
615  0$aApplied mathematics.
615  0$aEngineering mathematics.
615  0$aStatistics .
615  0$aSignal processing.
615  0$aImage processing.
615  0$aSpeech processing systems.
615  0$aR (Computer program language).
615 14$aMathematical and Computational Engineering.
615 24$aStatistics and Computing/Statistics Programs.
615 24$aSignal, Image and Speech Processing.
676   $a519
676   $a519.5
676   $a620
676   $a621.382
700   $aPathak$b Manas A$4aut$4http://id.loc.gov/vocabulary/relators/aut$0721223
906   $aBOOK
912   $a9910299994103321
996   $aBeginning data science with R$91409930
997   $aUNINA