Syllabus
- Introduction to data representation and visualization
- Visualization types and principles
- Data visualization on the Web
- Multi-dimensional data visualization - PCA
- Multi-dimensional scaling
- Graph data visualization
Annotation
In many domains, data visualization is an integral part of the analysis of various data sets. Students will get acquainted with the main principles of visual perception and their impact on the process of creation of visualizations.
Furthermore, the course covers basic types of visualizations, visualization on the web, dimension reduction techniques and approaches to graph data visualization.