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Data Analytics and Visualization

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Data Analytics and Visualization

Course
Undergraduate
Semester
Sem. VI
Subject Code
MC

Syllabus

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

  1. The Visual Display of Quantitative Information (2nd Edition). E. Tufte. Graphics Press, 2001.
  2. Envisioning Information, E. Tufte. Graphics Press, 1990.
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