The aim of the course 'Data Science with R and Rstudio' is to learn and experience working with the software through explanations and exercises which will extend in several relevant areas of working with R and Rstudio for statistics.
This one-week summer course will introduce discourse network analysis, a methodology that combines qualitative content analysis with social network analysis to measure policy debates and their development over time.
During this course you will learn about various techniques of machine learning and how R and Rstudio can be used to perform both supervised and unsupervised techniques of this specific type of learning.
The course will introduce statistical models for network data and other data with complex dependence among observations. A range of models will be discussed theoretically, in application and using R.
Join for a week-long journey into R programming for data analysis. From mastering R basics and data import to advanced skills in cleaning, visualization, and analysis, this course integrates theory with hands-on exercises.