國立虎尾科技大學 |

Advanced R = Data Programming and the Cloud /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Advanced R/ by Matt Wiley, Joshua F. Wiley.
Reminder of title:	Data Programming and the Cloud /
Author:	Wiley, Matt.
other author:	Wiley, Joshua F.
Description:	XIX, 279 p. 77 illus., 40 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Programming languages (Electronic computers). -
Online resource:	https://doi.org/10.1007/978-1-4842-2077-1
ISBN:	9781484220771

Advanced R = Data Programming and the Cloud /
Wiley, Matt.

Advanced RData Programming and the Cloud /[electronic resource] :by Matt Wiley, Joshua F. Wiley. - 1st ed. 2016. - XIX, 279 p. 77 illus., 40 illus. in color.online resource.

1.Programming Basics -- 2.Programming Utilities -- 3.Loops, flow control, and *apply functions -- 4.Writing Functions -- 5.Writing Classes and Methods -- 6.Writing a Package -- 7.Data Management using data.table -- 8.Data Munging With data.table -- 9.Other Tools for Data Management -- 10.Reading Big Data(bases) -- 11.Getting a Cloud -- 12.Ubuntu for Windows Users -- 13.Every Cloud has a Shiny lining -- 14.Shiny Dashboard Sampler -- 15.Dynamic Reports and the Cloud -- References.

Program for data analysis using R and learn practical skills to make your work more efficient. This book covers how to automate running code and the creation of reports to share your results, as well as writing functions and packages. Advanced R is not designed to teach advanced R programming nor to teach the theory behind statistical procedures. Rather, it is designed to be a practical guide moving beyond merely using R to programming in R to automate tasks. This book will show you how to manipulate data in modern R structures and includes connecting R to data bases such as SQLite, PostgeSQL, and MongoDB. The book closes with a hands-on section to get R running in the cloud. Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical topics. What You Will Learn Write and document R functions Make an R package and share it via GitHub or privately Add tests to R code to insure it works as intended Build packages automatically with GitHub Use R to talk directly to databases and do complex data management Run R in the Amazon cloud Generate presentation-ready tables and reports using R Who This Book Is For Working professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to take their R coding and programming to the next level.

ISBN: 9781484220771

Standard No.: 10.1007/978-1-4842-2077-1doiSubjects--Topical Terms:

1127615
Programming languages (Electronic computers).

LC Class. No.: QA76.7-76.73

Dewey Class. No.: 005.13

Advanced R = Data Programming and the Cloud /
LDR:03331nam a22004215i 4500 001 971011
003 DE-He213
005 20200629164926.0
007 cr nn 008mamaa
008 201211s2016 xxu| s |||| 0|eng d
020 $a 9781484220771 $9 978-1-4842-2077-1
024 7 $a 10.1007/978-1-4842-2077-1 $2 doi
035 $a 978-1-4842-2077-1
050 4 $a QA76.7-76.73
050 4 $a QA76.76.C65
072 7 $a UMX $2 bicssc
072 7 $a COM051010 $2 bisacsh
072 7 $a UMX $2 thema
072 7 $a UMC $2 thema
082 0 4 $a 005.13 $2 23
100 1 $a Wiley, Matt. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1115958
245 1 0 $a Advanced R $h [electronic resource] : $b Data Programming and the Cloud / $c by Matt Wiley, Joshua F. Wiley.
250 $a 1st ed. 2016.
264 1 $a Berkeley, CA : $b Apress : $b Imprint: Apress, $c 2016.
300 $a XIX, 279 p. 77 illus., 40 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
505 0 $a 1.Programming Basics -- 2.Programming Utilities -- 3.Loops, flow control, and *apply functions -- 4.Writing Functions -- 5.Writing Classes and Methods -- 6.Writing a Package -- 7.Data Management using data.table -- 8.Data Munging With data.table -- 9.Other Tools for Data Management -- 10.Reading Big Data(bases) -- 11.Getting a Cloud -- 12.Ubuntu for Windows Users -- 13.Every Cloud has a Shiny lining -- 14.Shiny Dashboard Sampler -- 15.Dynamic Reports and the Cloud -- References.
520 $a Program for data analysis using R and learn practical skills to make your work more efficient. This book covers how to automate running code and the creation of reports to share your results, as well as writing functions and packages. Advanced R is not designed to teach advanced R programming nor to teach the theory behind statistical procedures. Rather, it is designed to be a practical guide moving beyond merely using R to programming in R to automate tasks. This book will show you how to manipulate data in modern R structures and includes connecting R to data bases such as SQLite, PostgeSQL, and MongoDB. The book closes with a hands-on section to get R running in the cloud. Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical topics. What You Will Learn Write and document R functions Make an R package and share it via GitHub or privately Add tests to R code to insure it works as intended Build packages automatically with GitHub Use R to talk directly to databases and do complex data management Run R in the Amazon cloud Generate presentation-ready tables and reports using R Who This Book Is For Working professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to take their R coding and programming to the next level.
650 0 $a Programming languages (Electronic computers). $3 1127615
650 0 $a Mathematical statistics. $3 527941
650 0 $a Statistics . $3 1253516
650 0 $a Computer programming. $3 527822
650 1 4 $a Programming Languages, Compilers, Interpreters. $3 669782
650 2 4 $a Probability and Statistics in Computer Science. $3 669886
650 2 4 $a Statistics and Computing/Statistics Programs. $3 669775
650 2 4 $a Programming Techniques. $3 669781
700 1 $a Wiley, Joshua F. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1070173
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9781484220764
776 0 8 $i Printed edition: $z 9781484220788
776 0 8 $i Printed edition: $z 9781484257012
856 4 0 $u https://doi.org/10.1007/978-1-4842-2077-1
912 $a ZDB-2-CWD
912 $a ZDB-2-SXPC
950 $a Professional and Applied Computing (SpringerNature-12059)
950 $a Professional and Applied Computing (R0) (SpringerNature-43716)