The R Programming Environment

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  • Basic R Language
    • In this module, you'll learn the basics of R, including syntax, some tidy data principles and processes, and how to read data into R.
  • Basic R Language: Lesson Choices
  • Data Manipulation
    • During this module, you'll learn to summarize, filter, merge, and otherwise manipulate data in R, including working through the challenges of dates and times.
  • Data Manipulation: Lesson Choices
  • Text Processing, Regular Expression, & Physical Memory
    • During this module, you'll learn to use R tools and packages to deal with text and regular expressions. You'll also learn how to manage and get the most from your computer's physical memory when working in R.
  • Text Processing, Regular Expression, & Physical Memory: Lesson Choices
    • Choice 1: Get credit while using swirl | Choice 2: Get credit by providing a code from swirl
  • Large Datasets
    • In this final module, you'll learn how to overcome the challenges of working with large datasets both in memory and out as well as how to diagnose problems and find help.

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