Data Visualization by University of Illinois (Coursera)
The University of Illinois at Urbana-Data-Champaign's Mining Specialization is one of the best online scientific visualization courses and offering this course on data visualization. It instructs the students in the intricate ideas, procedures, and applications of pattern recognition. It teaches various visualization techniques, how data is presented using computer graphics, and how the perception of data changes depending on how it is displayed.
The course is divided into 4 weeks, with each week's modules taking about 4 hours to complete. The course covers the following subjects:
- The Computer and the Human - This section discusses the fundamentals of data visualization, including what it is, how it is used, the various forms of visualization, and how people interpret data.
- Visualization of Numerical Data - This topic discusses how to allocate data to the right chart elements, use glyphs, parallel coordinates, and streamgraphs, as well as how to apply design and color principles to make visualizations more appealing and useful.
- Visualization of Non-Numerical Data - This topic discusses ways to display graphs that show connections between different data points.
- The Visualization Dashboard teaches students how to create their own dashboards and huge dataset visualization systems.
Key Highlights:
- Understand the general concepts of data mining along with basic methodologies and applications
- Learn to plot charts, glyphs, and stacked charts
- Learn tree maps and graph visualization
- Learn principal component analysis and multidimensional scaling
- Learn to apply techniques from user-interface design to create an effective visualization system
Duration : 4 weeks, 2-4 hours per week
Rating : 4.5
Link: https://www.coursera.org/learn/datavisualization
