Data Visualization - STA 553
Course Objectives
After completing this course, students will be able to:
- Design and create statistical graphics using the basic principles of visualization.
- Conduct exploratory data analysis using various tools.
- Critically evaluate visualizations and suggest improvements and refinements.
- Design and evaluate interactive visualization tools.
- Create web-based interactive visualization.
Course Topics
- Review of R based programming
- Foundations of data visualization
- Data management for visualization
- Basic visualization plots
- Interactive charts
- Visualizing spatial patterns
- Introduction to Tableau
- Interactive spatial patterns-advanced maps
- Introduction to R Shiny
- Visual exploratory analysis with Shiny Dashboard
- Dynamic visual designs in Shiny
- Process visualization
Example Syllabus