After successful completion of the course, students are able to...

• Methoden zur raumbezogenen Datenanalyse anzuwenden
• häufige Fehlerquellen bei der Analyse zu erkennen
• Muster aus Daten zu extrahieren
• Algorithmen für Netzwerkanalyse und räumliche Optimierung anzuwenden
• maschinelle Verfahren anzuwenden (Machine Learning)
• Standortanalysen durchzuführen
• praktische Kenntnisse in der Anwendung entsprechender Tools vertiefen

Explanation of concepts and practical exercises to understand these concepts:

• Geodatenanalyse
• Räumliche Statistik
• Raumzeitliche Analysen
• Netzwerkanalyse 
• Spatial Data Mining
• Machine Learning
• Clustering 
• Optimierung 
• Standortoptimierung

The theoretical concepts are presented and discussed on the basis of slides and scientific literature. Practical tasks are carried out in the laboratory on the basis of these concepts.

The lecture will start as an online event. During the semester, we will analyze the Covid situation and, if necessary, switch to hybrid (on-site and streaming at the same time) upon notice. The lecture room will be available for use throughout the semester.

Es werden Folien zur Verfügung gestellt!

Oral exam (closed book)