R Programming for data science / Roger D. Peng.

Saved in:
Bibliographic Details
Published: [Victoria, British Columbia, Canada] : Leanpub, c2014-2016.
Main Author:
Subjects:
Format: Book

MARC

LEADER 00000cam a2200000Ia 4500
001 3032811
005 20210519145700.0
007 ta
008 160301s2016 bccad 000 0 eng d
035 |a ocn942081170 
097 |3 Bib#:  |a 3032811 
020 |a 9781365056826  |q (pbk.) 
020 |a 1365056821  |q (pbk.) 
035 |a (OCoLC)942081170  |z (OCoLC)971356515  |z (OCoLC)971518976 
040 |a MDU  |b eng  |c MDU  |d OCLCO  |d OCLCF  |d OCLCQ  |d RLA  |d YDX  |d OCLCQ  |d AKC 
050 4 |a QA76.73.R3  |b P46 2016 
100 1 |a Peng, Roger D. 
245 1 0 |a R Programming for data science /  |c Roger D. Peng. 
260 |a [Victoria, British Columbia, Canada] :  |b Leanpub,  |c c2014-2016. 
300 |a 179 p :  |b ill. ;  |c 28 cm. 
520 |a This book is about the fundamentals of R programming. You will get started with the basics of the language, learn how to manipulate datasets, how to write functions, and how to debug and optimize code. With the fundamentals provided in this book, you will have a solid foundation on which to build your data science toolbox. 
505 0 |a Stay in touch -- Preface -- History and overview of R -- Getting started with R -- R Nuts and Bolts -- Getting data in and out of R -- Using the reader Package -- Using textual and binary formats for storing data -- Interfaces to the outside world -- Subsetting R objects -- Vectorized operations -- Dates and times -- Managing data frames with the dp 1 yr package -- Control Structures -- Functions Scoping rules of R -- Coding Standards for R -- Loop functions -- Regular Expressions -- Debugging -- Profiling R Code -- Simulation -- data Analysis case study: Changes in fine particle Air Pollution in the U.S. -- Parallel Computation -- About the Author. 
650 0 |a R (Computer program language) 
991 |a 2021-05-19 
992 |a Created by sico, 19/05/2021. Updated by sico, 19/05/2021. 
999 f f |i 88c75175-9ef8-53e1-aacd-4eabc798737d  |s 8a99cd48-5329-51c1-82a7-4a7130b72411  |t 0 
952 f f |p For loan  |a University Of Canterbury  |b UC Libraries  |c EPS Library  |d EPS Library, Level 2  |t 0  |e QA 76.73 .R3 .P46 2016  |h Library of Congress classification  |i Book  |m AU20256116B