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Modern R Programming Cookbook. Recipes to simplify your statistical applications
Jaynal Abedin
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R is a powerful tool for statistics, graphics, and statistical programming. It is used by tens of thousands of people daily to perform serious statistical analyses. It is a free, open source system whose implementation is the collective accomplishment of many intelligent, hard-working people. There are more than 2,000 available add-ons, and R is a serious rival to all commercial statistical packages. The objective of this book is to show how to work with different programming aspects of R. The emerging R developers and data science could have very good programming knowledge but might have limited understanding about R syntax and semantics. Our book will be a platform develop practical solution out of real world problem in scalable fashion and with very good understanding. You will work with various versions of R libraries that are essential for scalable data science solutions. You will learn to work with Input / Output issues when working with relatively larger dataset. At the end of this book readers will also learn how to work with databases from within R and also what and how meta programming helps in developing applications.
- 1. Installing and Configuring R and its Libraries
- 2. Data Structures in R
- 3. Writing Customized Functions
- 4. Conditional and Iterative Operations
- 5. R Objects and Classes
- 6. Querying, Filtering, and Summarization
- 7. R for Text Processing
- 8. R and Databases
- 9. Parallel Processing in R
- Tytuł:Modern R Programming Cookbook. Recipes to simplify your statistical applications
- Autor:Jaynal Abedin
- Tytuł oryginału:Modern R Programming Cookbook. Recipes to simplify your statistical applications
- ISBN:9781787288775, 9781787288775
- Data wydania:2017-10-10
- Format:Ebook
- Identyfikator pozycji: e_15qz
- Wydawca: Packt Publishing
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