02379nam a22004217i 4500 45958 BD-DhAAL 20260616154925.0 260616t2017 cc a b 001 0 eng d 2017300238 9781491910399 1491910364 20146192 (OCoLC)968213225 JBL eng JBL rda ORC UKUOY YDX UKNRC XII ACM OCLCF MFS DLC BD-DhAAL lccopycat QA276.45.R3 W53 2016 519.2 006.312 23 Wickham, Hadley, author. 61368 R for data science : import, tidy, transform, visualize, and model data / Hadley Wickham, Garrett Grolemund. R for data science Beijing ; Sebastopol, CA : O'Reilly, c2017. xxv, 492 pages : illustrations (some color) ; 23 cm Includes bibliographical references and index. 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. "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"-- R (Computer program language) 27769 Data mining Computer programs. 61369 Information visualization Computer programs. 61370 Big data. Databases. Computer science. Grolemund, Garrett, author. 61371 Ayesha Abed Library General Stacks ddc BK 48122 48122 0 0 ddc 0 0 BRACUL BRACUL NEW 2026-06-16 Donated by Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University 0 006.312 WIC 3010045958 2026-06-16 1 2026-06-16 BK