R for data science : import, tidy, transform, visualize, and model data /

"This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"--

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Autores Principales: Wickham, Hadley, (Autor), Grolemund, Garrett, (Autor)
Formato: Libro
Idioma:English
Publicado: Sebastopol, CA : O'Reilly, 2016.
Edición:First edition.
Materias:
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245 1 0 |a R for data science :  |b import, tidy, transform, visualize, and model data /  |c Hadley Wickham and Garrett Grolemund. 
250 |a First edition. 
264 1 |a Sebastopol, CA :  |b O'Reilly,  |c 2016. 
264 4 |c ©2017 
300 |a xxv, 492 pages :  |b illustrations (algunas color) ;  |c 23 cm. 
336 |a text  |b txt  |2 rdacontent 
336 |a still image  |b sti  |2 rdacontent 
337 |a unmediated  |b n  |2 rdamedia 
338 |a volume  |b nc  |2 rdacarrier 
504 |a Incluye referencias bibliográficas e índice. 
520 |a "This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"--  |c Provided by publisher. 
505 0 |a Part I. Explore. Data visualization with ggplot2 -- Workflow: basics -- Data transformation with dplyr -- Workflow: scripts -- Exploratory data analysis -- Workflow: projects -- Part II. Wrangle. Tibbles with tibble -- Data import with readr -- Tidy data with tidyr -- Relational data with dplyr -- Strings with stringr -- Factors with forcats -- Dates and times with lubridate -- Part III. Program. Pipes with magrittr -- Functions -- Vectors -- Iteration with purrr -- Part IV. Model. Model basics with modelr -- Model building -- Many models with purrr and broom -- Part V. Communicate. R Markdown -- Graphics for communication with ggplot2 -- R Markdown formats -- R Markdown workflow. 
020 |a 9781491910399 (softcover) 
020 |a 1491910364 
100 1 |a Wickham, Hadley,  |e author. 
700 1 |a Grolemund, Garrett,  |e author. 
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653 |a R (Lenguaje de programación) 
650 7 |a Minería de datos.  |2 unbist 
653 |a Transformación digital 
010 |a  2017300238 
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