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R Programming

Description

This is what you will be learning in the course:

  • Installing R and RStudio
  • Introduction to R and RStudio
  • Data types in R
  • Control Structures (if-else)
  • Loops (for loops)
  • Functions in R
  • Data Manipulation in R (String Handling, Vectors, Data Frames and List Handling)
  • Introduction to packages (dplyr, lubridate, data.table, etc)
  • Handling Data Frames
    • Data Cleanup
    • Feature Engineering
    • Group by
    • Filtering and Selection
  • Plotting with R
    • ggplot2
    • esquisse
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