Data Science with R Tidyverse
Take your R programming skills to the next level with the core tidyverse packages of dplyr, tidyr, ggplot2 and magrittr
Description
Take your R programming skills to the next level with this short course in data science using R's tidyverse packages! Learn to code efficiently and elegantly to tackle everyday data science challenges in business, finance, scientific research, engineering and more!
Do you feel you have a basic knowledge of R but don't yet have the tools or confidence to tackle everyday data science problems like plotting, summarising, sub-setting and merging data? Still turning to MS Excel to manipulate, format, and visualize data? Then look no further.
Aimed at beginners and intermediates who have a basic understanding of R, this course introduces some of the core tools of the tidyverse. It covers a step-by-step guide to the most important functions offered by some tidyverse packages, providing students with a comprehensive toolkit to address everyday data science tasks.
The course covers the following areas:
1) Data manipulation with dplyr (filtering, sorting, creating new variables, summarising data, joining data sets, selecting columns/rows)
2) Data reformatting with tidyr (gathering variables, spreading out variables, separating data in cells)
3) Data visualization with ggplot2 (scatterplots, boxplots, bar charts, line charts, panels, adding errorbars)
4) Linking code efficiently using the magrittr forward pipe operator
After completing the course, you will be confident to use R for your everyday data science tasks!
What You Will Learn!
- Learn how to improve your R programming skills and code efficiently
- Learn how to use powerful tidyverse tools to tackle everyday data science problems
- Learn how to manipulate data with dplyr
- Learn how to re-shape and re-organise data with tidyr
- Learn how to create advanced graphics using ggplot2
- Learn how to link code efficiently using the magrittr forward pipe (%>%)
- Realistic worked examples to illustrate the tools of the tidyverse
- Mini quizzes to test your knowledge of the tidyverse functions
Who Should Attend!
- Beginners in R looking to explore the tools of the tidyverse
- Intermediate users of R looking to code more efficiently