03386nam 22007455 450 991029999410332120220627163903.03-319-12066-210.1007/978-3-319-12066-9(CKB)3710000000315882(EBL)1965466(OCoLC)900885999(SSID)ssj0001408189(PQKBManifestationID)11787292(PQKBTitleCode)TC0001408189(PQKBWorkID)11346657(PQKB)10490088(MiAaPQ)EBC1965466(DE-He213)978-3-319-12066-9(PPN)183149211(EXLCZ)99371000000031588220141208d2014 u| 0engur|n|---|||||txtccrBeginning data science with R[electronic resource] /by Manas A. Pathak1st ed. 2014.Cham :Springer International Publishing :Imprint: Springer,2014.1 online resource (165 p.)Description based upon print version of record.3-319-12065-4 Includes bibliographical references.Introduction -- Overview of the R Programming Language -- Getting Data into R -- Data Visualization -- Exploratory Data Analysis -- Regression -- Classification -- Text Mining.  .“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.Applied mathematicsEngineering mathematicsStatistics Signal processingImage processingSpeech processing systemsR (Computer program language)Mathematical and Computational Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T11006Statistics and Computing/Statistics Programshttps://scigraph.springernature.com/ontologies/product-market-codes/S12008Signal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Applied mathematics.Engineering mathematics.Statistics .Signal processing.Image processing.Speech processing systems.R (Computer program language).Mathematical and Computational Engineering.Statistics and Computing/Statistics Programs.Signal, Image and Speech Processing.519519.5620621.382Pathak Manas Aauthttp://id.loc.gov/vocabulary/relators/aut721223BOOK9910299994103321Beginning data science with R1409930UNINA