INST760 - Data Visualization - Fall 2017
I will be teaching Data Visualization in iSchool, UMD in Fall 2017. More information about syllabus to come...
INST728Q - Visual Analytics - Spring 2017
I taught a special topics course on Visual Analytics in iSchool, UMD in Spring 2017. Visual analytics is the use of interactive visual interfaces to facilitate analytical reasoning. In essence, visual analytics is based on the idea that humans and computers working alone are insufficient for the data challenges of today and tomorrow, and that effective synthesis of both humans and computational algorithms are needed to create human-in-the-loop systems. Thus, visual analytics bridges human-centered disciplines such as visualization and human-computer interaction with computation-centered disciplines such as machine learning, probabilistic methods, and knowledge discovery.
This course covers topics related to:
- Human aspects such as perception, cognition, sensemaking, critical thinking, and the analytical process.
- Computational aspects such as data management, data transformations, knowledge representation, probabilistic methods, and text analytics, etc.
- Integration of knowledge from fields such as visualization, human-computer interaction, machine learning, knowledge discovery, and text analytics towards helping people understand data.
The course was taken by 24 graduate students.