HemSök efter kurserR - Visualisation and data exploration

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
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