Through the teaching offerings of the Data Analysis and Visualization Research Group (DBVIS) at the University of Konstanz, students acquire hands-on knowledge in data analysis, machine learning, and data visualization. Below you will find the regular courses offered by the Keim research group. With them, students are prepared optimally for a career in industry and research.
TEACHING IN THE WINTER TERM
Applications for Powerwall and Virtual Reality Environmentsundefined
In this course, you’ll use advanced technology to create innovative visualizations, analysis techniques, and interaction methods for real-world datasets.
Data Mining - Basic Conceptsundefined
Fundamental theory and practical experience in data analysis, focusing on understanding and evaluating basic analysis algorithms.
Data Visualization - Advanced Topicsundefined
In this course, you’ll use advanced technology to create innovative visualizations, analysis techniques, and interaction methods for real-world datasets.
Geographic Information Systemsundefined
Handling geodata, spatial indexing, and core GIS concepts with a focus on analysis, performance evaluation, and developing tailored solutions.
Applied Machine Learningundefined
Hands-on course covering large-scale ML models, multimodal learning, LLM-based interfaces, and retrieval-augmented generation.
Programming Workshop 1undefined
Support with programming problems or difficulties. No solutions are provided, only advisory assistance.
Programming practice tutorialundefined
Additional exercises for Programming Course 1.
TEACHING IN THE SUMMER TERM
Data Journalism & Storytelling
A directed studies course on turning raw data into interactive, narrative-driven visual experiences.
Applied Visual Analyticsundefined
Team-based work on complex datasets to develop an interactive visualization tool for the VAST Challenge and showcase analytical skills.
Data Visualization - Basic Concepts undefined
Introduction to data visualization focusing on fundamentals, perception, design principles, and basic techniques for various data types.
Programming Workshop 2undefined
Support with programming problems or difficulties. No solutions are provided, only advisory assistance.
Schlüsselkompetenzen der Informatikundefined
Introduction to text processing with LaTeX, introduction to Unix, and an overview of common tools and editors.
Applied Machine Learningundefined
Hands-on course covering large-scale ML models, multimodal learning, LLM-based interfaces, and retrieval-augmented generation.
Programming Workshop 1undefined
Support with programming problems or difficulties. No solutions are provided, only advisory assistance.
Programming practice tutorialundefined
Additional exercises for Programming Course 1.