Learning R programming :: become an efficient data scientist with R /
Become an efficient data scientist with R About This Book Explore the R language from basic types and data structures to advanced topics Learn how to tackle programming problems and explore both functional and object-oriented programming techniques Learn how to address the core problems of programmi...
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Birmingham :
Packt Publishing,
2016.
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Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | Become an efficient data scientist with R About This Book Explore the R language from basic types and data structures to advanced topics Learn how to tackle programming problems and explore both functional and object-oriented programming techniques Learn how to address the core problems of programming in R and leverage the most popular packages for common tasks Who This Book Is For This is the perfect tutorial for anyone who is new to statistical programming and modeling. Anyone with basic programming and data processing skills can pick this book up to systematically learn the R programming language and crucial techniques. What You Will Learn Explore the basic functions in R and familiarize yourself with common data structures Work with data in R using basic functions of statistics, data mining, data visualization, root solving, and optimization Get acquainted with R's evaluation model with environments and meta-programming techniques with symbol, call, formula, and expression Get to grips with object-oriented programming in R: including the S3, S4, RC, and R6 systems Access relational databases such as SQLite and non-relational databases such as MongoDB and Redis Get to know high performance computing techniques such as parallel computing and Rcpp Use web scraping techniques to extract information Create RMarkdown, an interactive app with Shiny, DiagramR, interactive charts, ggvis, and more In Detail R is a high-level functional language and one of the must-know tools for data science and statistics. Powerful but complex, R can be challenging for beginners and those unfamiliar with its unique behaviors. Learning R Programming is the solution - an easy and practical way to learn R and develop a broad and consistent understanding of the language. Through hands-on examples you'll discover powerful R tools, and R best practices that will give you a deeper understanding of working with data. You'll get to grips with R's data structures and data processing techniques, as well as the most popular R packages to boost your productivity from the offset. Start with the basics of R, then dive deep into the programming techniques and paradigms to make your R code excel. Advance quickly to a deeper understanding of R's behavior as you learn common tasks including data analysis, databases, web scraping, high performance computing, and writing documents. By the end of the book, you'll be a confident R programmer adept at solving problems with the right techn... |
Beschreibung: | Includes index. |
Beschreibung: | 1 online resource : illustrations |
ISBN: | 9781785880629 1785880624 |
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id | ZDB-4-EBA-ocn962419840 |
illustrated | Illustrated |
indexdate | 2024-11-27T13:27:31Z |
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isbn | 9781785880629 1785880624 |
language | English |
oclc_num | 962419840 |
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spelling | Ren, Kun, author. Learning R programming : become an efficient data scientist with R / Kun Ren. Birmingham : Packt Publishing, 2016. 1 online resource : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier text file Online resource; title from PDF title page (EBSCO, viewed November 17, 2016). Includes index. Become an efficient data scientist with R About This Book Explore the R language from basic types and data structures to advanced topics Learn how to tackle programming problems and explore both functional and object-oriented programming techniques Learn how to address the core problems of programming in R and leverage the most popular packages for common tasks Who This Book Is For This is the perfect tutorial for anyone who is new to statistical programming and modeling. Anyone with basic programming and data processing skills can pick this book up to systematically learn the R programming language and crucial techniques. What You Will Learn Explore the basic functions in R and familiarize yourself with common data structures Work with data in R using basic functions of statistics, data mining, data visualization, root solving, and optimization Get acquainted with R's evaluation model with environments and meta-programming techniques with symbol, call, formula, and expression Get to grips with object-oriented programming in R: including the S3, S4, RC, and R6 systems Access relational databases such as SQLite and non-relational databases such as MongoDB and Redis Get to know high performance computing techniques such as parallel computing and Rcpp Use web scraping techniques to extract information Create RMarkdown, an interactive app with Shiny, DiagramR, interactive charts, ggvis, and more In Detail R is a high-level functional language and one of the must-know tools for data science and statistics. Powerful but complex, R can be challenging for beginners and those unfamiliar with its unique behaviors. Learning R Programming is the solution - an easy and practical way to learn R and develop a broad and consistent understanding of the language. Through hands-on examples you'll discover powerful R tools, and R best practices that will give you a deeper understanding of working with data. You'll get to grips with R's data structures and data processing techniques, as well as the most popular R packages to boost your productivity from the offset. Start with the basics of R, then dive deep into the programming techniques and paradigms to make your R code excel. Advance quickly to a deeper understanding of R's behavior as you learn common tasks including data analysis, databases, web scraping, high performance computing, and writing documents. By the end of the book, you'll be a confident R programmer adept at solving problems with the right techn... R (Computer program language) http://id.loc.gov/authorities/subjects/sh2002004407 Open source software. http://id.loc.gov/authorities/subjects/sh99003437 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 R (Langage de programmation) Logiciels libres. Logiciels d'application Développement. COMPUTERS Programming Languages General. bisacsh Application software Development fast Open source software fast R (Computer program language) fast Print version: Ren, Kun. Learning R programming. Birmingham : Packt Publishing, 2016 178588977X 9781785889776 (OCoLC)949750636 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1409189 Volltext |
spellingShingle | Ren, Kun Learning R programming : become an efficient data scientist with R / R (Computer program language) http://id.loc.gov/authorities/subjects/sh2002004407 Open source software. http://id.loc.gov/authorities/subjects/sh99003437 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 R (Langage de programmation) Logiciels libres. Logiciels d'application Développement. COMPUTERS Programming Languages General. bisacsh Application software Development fast Open source software fast R (Computer program language) fast |
subject_GND | http://id.loc.gov/authorities/subjects/sh2002004407 http://id.loc.gov/authorities/subjects/sh99003437 http://id.loc.gov/authorities/subjects/sh95009362 |
title | Learning R programming : become an efficient data scientist with R / |
title_auth | Learning R programming : become an efficient data scientist with R / |
title_exact_search | Learning R programming : become an efficient data scientist with R / |
title_full | Learning R programming : become an efficient data scientist with R / Kun Ren. |
title_fullStr | Learning R programming : become an efficient data scientist with R / Kun Ren. |
title_full_unstemmed | Learning R programming : become an efficient data scientist with R / Kun Ren. |
title_short | Learning R programming : |
title_sort | learning r programming become an efficient data scientist with r |
title_sub | become an efficient data scientist with R / |
topic | R (Computer program language) http://id.loc.gov/authorities/subjects/sh2002004407 Open source software. http://id.loc.gov/authorities/subjects/sh99003437 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 R (Langage de programmation) Logiciels libres. Logiciels d'application Développement. COMPUTERS Programming Languages General. bisacsh Application software Development fast Open source software fast R (Computer program language) fast |
topic_facet | R (Computer program language) Open source software. Application software Development. R (Langage de programmation) Logiciels libres. Logiciels d'application Développement. COMPUTERS Programming Languages General. Application software Development Open source software |
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