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"--

Detaylı Bibliyografya
Yazar: Wickham, Hadley (yazar)
Diğer Yazarlar: Grolemund, Garrett (yazar)
Materyal Türü: Kitap
Dil:English
Baskı/Yayın Bilgisi: Sebastopol, CA : O'Reilly, 2016.
Edisyon:First edition.
Konular:
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500 |a Dizin var. 
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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. 
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"-- 
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650 0 |9 87173  |a R (Computer program language) 
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