This course is designed for graduate students in a workshop format with a focus on both theories and applications of space-time data analysis and visualization. Topics may include space-time data collection, processing, analysis, and visualization, as well as theories and applications of up-to-date GIS analysis methods and the newly developed data mining techniques. Gaining practical experience using real-world datasets, students will learn the necessary knowledge and various tools for space-time data analysis and visualization. The course encompasses theoretical instruction and practical training in GIS programming and software with the use of multiple space-time datasets that may include GPS trajectory data, Geotagged social media data, and others.