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Record Nr. |
UNINA9910299994103321 |
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Autore |
Pathak Manas A |
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Titolo |
Beginning data science with R / / by Manas A. Pathak |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
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ISBN |
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Edizione |
[1st ed. 2014.] |
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Descrizione fisica |
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1 online resource (165 p.) |
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Disciplina |
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Soggetti |
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Applied 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 |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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Introduction -- Overview of the R Programming Language -- Getting Data into R -- Data Visualization -- Exploratory Data Analysis -- Regression -- Classification -- Text Mining. . |
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Sommario/riassunto |
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“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 |
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