Advanced R : data programming and the cloud
(eBook)
Author
Contributors
Wiley, Joshua F., author.
Published
[New York, New York] : Apress, [2016].
Format
eBook
ISBN
1484220773, 9781484220771
Physical Desc
1 online resource (1 volume) : illustrations
Status
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More Details
Language
English
UPC
10.1007/978-1-4842-2077-1.
Notes
Bibliography
Includes bibliographical references and index.
Description
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.
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Citations
APA Citation, 7th Edition (style guide)
Wiley, M., & Wiley, J. F. (2016). Advanced R: data programming and the cloud . Apress.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Wiley, Matt and Joshua F., Wiley. 2016. Advanced R: Data Programming and the Cloud. Apress.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Wiley, Matt and Joshua F., Wiley. Advanced R: Data Programming and the Cloud Apress, 2016.
MLA Citation, 9th Edition (style guide)Wiley, Matt,, and Joshua F. Wiley. Advanced R: Data Programming and the Cloud Apress, 2016.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
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Grouped Work ID
d92b6d22-c9b0-9c76-59a9-ced0c2995c1f-eng
Grouping Information
Grouped Work ID | d92b6d22-c9b0-9c76-59a9-ced0c2995c1f-eng |
---|---|
Full title | advanced r data programming and the cloud |
Author | wiley matt |
Grouping Category | book |
Last Update | 2024-09-06 16:31:08PM |
Last Indexed | 2024-09-28 04:25:56AM |
Book Cover Information
Image Source | syndetics |
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First Loaded | Sep 10, 2024 |
Last Used | Sep 18, 2024 |
Marc Record
First Detected | Jul 29, 2024 04:02:49 PM |
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Last File Modification Time | Sep 06, 2024 04:37:36 PM |
MARC Record
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264 | 1 | |a [New York, New York] :|b Apress,|c [2016] | |
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264 | 4 | |c ©2016 | |
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338 | |a online resource|b cr|2 rdacarrier | ||
347 | |a text file|b PDF|2 rda | ||
504 | |a Includes bibliographical references and index. | ||
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. | ||
588 | 0 | |a Online resource; title from cover (viewed February 1, 2017). | |
650 | 0 | |a R (Computer program language)|0 http://id.loc.gov/authorities/subjects/sh2002004407 | |
650 | 0 | |a Cloud computing.|0 http://id.loc.gov/authorities/subjects/sh2008004883 | |
700 | 1 | |a Wiley, Joshua F.,|e author. | |
776 | 0 | |z 1484220765 | |
856 | 4 | 0 | |u https://www.aclib.us/OReilly |