R Programming for Statistics and Data Science 2020

Description

In this course, you will :

• Learn the fundamentals of programming in R

• Work with R’s conditional statements, functions, and loops

• Build your own functions in R

• Get your data in and out of R

• Learn the core tools for data science with R

• Manipulate data with the Tidyverse ecosystem of packages

• Systematically explore data in R

• The grammar of graphics and the ggplot2 package

• Visualise data: plot different types of data & draw insights

• Transform data: best practices of when and how

• Index, slice, and subset data

• Learn the fundamentals of statistics and apply them in practice

• Hypothesis testing in R

• Understand and carry out regression analysis in R

• Work with dummy variables

• Learn to make decisions that are supported by the data!

• Have fun by taking apart Star Wars and Pokemon data, as well some more serious data sets