R – Visualisation and data exploration
This course will teach you how visually explore data in R, and how to create great-looking graphics using the powerful ggplot2 package.
Topics covered include outlier detection, visualisation of trends, and multivariate data. It also covers cluster analysis as well as dimension-reduction of complex data using principal component analysis (PCA).
Utbildningsformer
Classroom
Remote
Längd
1 dag
Pris
8500 kr
Course goals:
To be able to use the R package ggplot2 to visualise and explore data
Prerequisites:
R1 or similar.
Program R - Visualisation and data exploration
VISUALISATION
Visualising distributions
Outlier detection
Trends
Heatmaps
Complex and multivariate data
EXPLORATORY DATA ANALYSIS
Principal component analysis (PCA)
Hierarchical cluster analysis
Centroid-based clustering
THE GGPLOT2 PACKAGE
The grammar of graphics
Colour palettes
Customising your plots