R Developer Data Camp

Overview

Context

Start your journey to becoming a skilled R Developer, even with no prior coding experience. In this R Developer course offered by Data Camp, you'll gain the essential skills to write efficient R code, automate tasks, and package your scripts for easy sharing and collaboration.

Build a Strong Foundation in R Programming

Start by mastering the fundamentals of R, including:

• Key data structures like numbers, strings, factors, Booleans, dates, and times
• Control structures such as conditional statements and loops for processing data and performing calculations
• Writing modular and reusable functions using best practices
• Object-oriented programming techniques for managing complex codebases

Optimize Your Code for Performance and Efficiency

Take your R skills to the next level by learning how to benchmark your code to identify performance bottlenecks and improve resource-intensive operations. You'll explore parallel processing using powerful libraries like parallel, purrr, and foreach, enabling more efficient computation. By mastering these techniques, you'll write faster, more optimized R code capable of handling large datasets with ease.

Master the Art of Packaging and Collaboration

In this Track, you'll learn how to:

• Package your code using industry-standard tools like devtools, roxygen2, and testthat
• Document your code for easy understanding and maintenance
• Use version control with Git to manage codebases safely and efficiently
• Contribute to open-source projects and work with other developers