R Programming

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22,456.17

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Description

R Programming: A Comprehensive Guide is an essential resource for anyone seeking to master the R programming language, widely used for statistical analysis, data visualization, and data science. This ebook offers a thorough introduction to R, starting from basic concepts and progressing to advanced techniques, making it suitable for beginners and experienced programmers.

The book begins with an introduction to R’s syntax and core functions, ensuring readers understand how to set up their programming environment and perform basic operations. It covers fundamental programming concepts, such as data types, control structures, and functions, before moving on to more complex topics like data manipulation, statistical modeling, and machine learning.

In addition to covering the R programming language, R Programming: A Comprehensive Guide explores a range of powerful R packages and libraries that enhance functionality and streamline workflows. Topics include data cleaning with dplyr, data visualization with ggplot2, and advanced statistical techniques using caret and randomForest.

Throughout the ebook, readers will find practical examples, hands-on exercises, and real-world case studies that illustrate the application of R in various fields, from finance and healthcare to social sciences and engineering. The book also includes tips and best practices for writing efficient and maintainable code and strategies for debugging and optimizing performance.