Learning R Programming. Language, tools, and practical techniques - Helion
Tytuł oryginału: Learning R Programming. Language, tools, and practical techniques
ISBN: 9781785880629
stron: 582, Format: ebook
Data wydania: 2016-10-28
Księgarnia: Helion
Cena książki: 139,00 zł
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 techniques.
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Spis treści
Learning R Programming. Language, tools, and practical techniques eBook -- spis treści
- 1. Quick Start
- 2. Basic Objects
- 3. Managing Your Workspace
- 4. Basic Expressions
- 5. Working with Basic Objects
- 6. Working with Strings
- 7. Working with Data
- 8. Inside R
- 9. Meta-Programming
- 10. Object-Oriented Programming
- 11. Working with Databases
- 12. Data Manipulation
- 13. High Performance Computing
- 14. Web Scraping
- 15. Boosting Productivity