Conclusion

By completing this module, you’ve learned how to make your R code more efficient, expressive, and easier to read. You can now write your own functions to simplify repetitive tasks, use loops to automate operations, and connect multiple steps into smooth, logical pipelines with pipes. These tools are the foundation of programming in R, giving you the ability to build analyses that are not only powerful but also clear and reproducible.