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R for data science : import, tidy, transform, visualize, and model data / Hadley Wickham and Garrett Grolemund.

By: Contributor(s): Material type: TextTextPublication details: Mumbai Shroff Publication 2018Edition: 3rdDescription: xxv, 492 pages : illustrations (some color) ; 23 cmContent type:
  • text
  • still image
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789352134977
Subject(s): DDC classification:
  • 006.312 23
LOC classification:
  • QA276.45.R3 W53 2016
Contents:
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.
Summary: "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"-- Provided by publisher.
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Holdings
Item type Current library Call number Status Date due Barcode
Reference Reference Institute of Computer Application IIIrd Floor Book Shelves 30 006.312 (Browse shelf(Opens below)) Not for loan 26144
Books Books SAGE UNIVERSITY CENTRAL LIBRARY IInd Floor RACK B11 006.312 (Browse shelf(Opens below)) In transit from SAGE UNIVERSITY CENTRAL LIBRARY to Institute of Computer Application since 2024-10-25 26145
Books Books Institute of Engineering & Technology IInd Floor RACK B11 006.312 (Browse shelf(Opens below)) In transit from Institute of Engineering & Technology to Institute of Computer Application since 2024-09-19 26146
Books Books Institute of Engineering & Technology IInd Floor RACK B11 006.312 (Browse shelf(Opens below)) Available 26147
Books Books Institute of Engineering & Technology IInd Floor RACK B11 006.312 (Browse shelf(Opens below)) In transit from Institute of Engineering & Technology to Institute of Computer Application since 2025-03-24 26148

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"-- Provided by publisher.

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