Course Outline

Data Wrangling

• basic data structures in R: vector, list, data frame
• indexing
• data types, type conversions
• read data from different file types (txt, csv, excel)
• dplyr, a package for data manipulation
• merging of data frames

== Functions ==

• understand R functions

Exploratory Data Analysis

• oulier detection: visual methods and tests