R Data Pre-Processing & Data Management – Shape your Data!

Learn how to prepare your data for great analytics in R.

Created by: R-Tutorials Training
Data Science Education

What Will I Learn?

• import data into R in several ways while also beeing able to identify a suitable import tool
• select and implement a proper object class (data.frame, data.table, data_frame)
• convert your data into (and understand) a tidy data format
• filter and query your data based on a wide range of parameters
• join 2 data tables together with dplyr 2 table verb syntax
• use SQL code within R
• translate basic R into SQL
• work with dates and time
• work with strings using regular expressions
• detecting outliers in datasets

Requirements

• Computer with R and RStudio ready to use
• You should have basic R / RStudio knowledge
• Required add on packages will be listed in the course orientation video

Target audience

• Data pre-processing is a crucial step of data related work - therefore this course is intended for all R users