000 02379nam a22004217i 4500
001 45958
003 BD-DhAAL
005 20260616154925.0
008 260616t2017 cc a b 001 0 eng d
010 _a 2017300238
020 _a9781491910399
020 _a1491910364
035 _a20146192
035 _a(OCoLC)968213225
040 _aJBL
_beng
_cJBL
_erda
_dORC
_dUKUOY
_dYDX
_dUKNRC
_dXII
_dACM
_dOCLCF
_dMFS
_dDLC
_dBD-DhAAL
042 _alccopycat
050 0 0 _aQA276.45.R3
_bW53 2016
080 _a519.2
082 0 0 _a006.312
_223
100 1 _aWickham, Hadley,
_eauthor.
_961368
245 1 0 _aR for data science :
_bimport, tidy, transform, visualize, and model data /
_cHadley Wickham, Garrett Grolemund.
246 3 8 _aR for data science
260 _aBeijing ;
_aSebastopol, CA :
_bO'Reilly,
_cc2017.
300 _axxv, 492 pages :
_billustrations (some color) ;
_c23 cm
504 _aIncludes bibliographical references and index.
505 0 _aPart 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"--
650 0 _aR (Computer program language)
_927769
650 0 _aData mining
_xComputer programs.
_961369
650 0 _aInformation visualization
_xComputer programs.
_961370
650 0 _aBig data.
650 0 _aDatabases.
650 0 _aComputer science.
700 1 _aGrolemund, Garrett,
_eauthor.
_961371
852 1 _aAyesha Abed Library
_cGeneral Stacks
942 _2ddc
_cBK
999 _c48122
_d48122