track
R Developer
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Track Description
R Developer
Prerequisites
There are no prerequisites for this trackCourse
Get started on the path to exploring and visualizing your own data with the tidyverse, a powerful and popular collection of data science tools within R.
Course
Build Tidyverse skills by learning how to transform and manipulate data with dplyr.
Project
Analyze the relative popularity of programming languages over time based on Stack Overflow data.
Course
Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.
Course
Learn the essentials of parsing, manipulating and computing with dates and times in R.
Course
Learn how to pull character strings apart, put them back together and use the stringr package.
Skill Assessment
Course
Learn how to efficiently collect and download data from any website using R.
Course
Take your R skills up a notch by learning to write efficient, reusable functions.
Course
The Unix command line helps users combine existing programs in new ways, automate repetitive tasks, and run programs on clusters and clouds.
Course
Familiarize yourself with Git for version control. Explore how to track, compare, modify, and revert files, as well as collaborate with colleagues using Git.
Course
Unlock the power of parallel computing in R. Enhance your data analysis skills, speed up computations, and process large datasets effortlessly.
Course
Learn defensive programming in R to make your code more robust.
Course
Learn to develop R packages and boost your coding skills. Discover package creation benefits, practice with dev tools, and create a unit conversion package.
Course
Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.
Skill Assessment
bonusR Programming
Complete
Earn Statement of Accomplishment
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