Beginning data science with R / / by Manas A. Pathak

• Autore: Pathak Manas A
• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
• Edizione: 1st ed. 2014.
• Descrizione fisica: 1 online resource (165 p.)
• Disciplina: 519; 519.5; 620; 621.382
• Soggetto topico: 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
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Introduction -- Overview of the R Programming Language -- Getting Data into R -- Data Visualization -- Exploratory Data Analysis -- Regression -- Classification -- Text Mining. .
• Sommario/riassunto: “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.
• Titolo autorizzato: Beginning data science with R
• ISBN: 3-319-12066-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910299994103321
• Lo trovi qui: Univ. Federico II