Course
UndergraduateSemester
Sem. VISubject Code
MCSubject Title
Data Analytics and VisualizationSyllabus
Information Visualization, Visual Display of Quantitative Information, Power of Representation, Data-Ink and Graphical Redesign, Data Density, Interactive Data Visualization for the Web. Scalable, Versatile and Simple Constrained Graph Layout, Visualization of Adjacency Relations in Hierarchical Data
Theory, Experimentation and the Application to the Development of Graphical Models, Layering Interactive Dynamics for Visual Analysis, Animated Transitions in Statistical Data Graphics Effectiveness of Animation in Trend Visualization
Cartogram: Value-by-Area Mapping. Cartography Thematic Map Design and Adaptive Composite Map Projections. Information Visualization for Search Interfaces, Information Visualization for Text Analysis, Supporting Asynchronous Collaborative Information Visualization, Designing for Social Data Analysis,
Tool based Visualization of different data, Visual analytics, Dashboard development, Exploratory visualization. Google page ranking, ICA, TSNE plots.
Text Books
References
- The Visual Display of Quantitative Information (2nd Edition). E. Tufte. Graphics Press, 2001.
- Envisioning Information, E. Tufte. Graphics Press, 1990.
