008 |
|
170704s2016 cau ad 001 0 eng d |
020 |
|
|a9781491910399 (pbk.) :|cUS39.99
|
040 |
|
|aNOU|beng
|
050 |
4
|
|aQA276.45.R3|bW53 2016
|
095 |
|
|aLB|bLBF|pbook|dQA276.45.R3|eW637|y2016|fcelin|cE019456
|
100 |
1
|
|aWickham, Hadley.
|
245 |
10
|
|aR for data science :|bimport, tidy, transform, visualize, and model data /|cHadley Wickham and Garrett Grolemund.
|
250 |
|
|a1st ed.
|
260 |
|
|aSebastopol, CA :|bO'Reilly Media,|c2016.
|
300 |
|
|axxv, 492 p. :|bill. (some col.) ;|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"--P. 4 of cover.
|
650 |
0
|
|aData mining|xComputer programs.
|
650 |
0
|
|aInformation visualization|xComputer programs.
|
650 |
0
|
|aR (Computer program language)
|
650 |
0
|
|aBig data.
|
650 |
0
|
|aDatabases.
|
700 |
1
|
|aGrolemund, Garrett.
|