Foundations of Data Analytics (2IAB1) 2024-2025

General learning goals Use basic statistical concepts and techniques and perform appropriate statistical tests Choose and apply suitable visualization techniques Analyze and model data using linear regression, clustering, decision tree mining and association rules learning Read and make simple database schemes and simple queries to a database. Clean data, choose and apply data transformations, data Read More …

Advanced Process Mining (2AMI20) 2024-2025

Objectives After taking this course students should be able to: have a detailed understanding of the entire process mining spectrum and the methodology for process mining analysis can derive and pre-process event logs from raw data and have understand and can work with a specialized form of event data such as event knowledge graphs, or Read More …

Study & Career Orientation Program (SCOP/e) (2IMR10) 2024-2025

The Study & Career Orientation Program is intended to support the students in a structured way in their decision-making process towards graduation with a research group of their preference and to prepare students for making choices regarding their future career. The program is mandatory for all students in the DSAI, CSE, IST and ES programs Read More …

Preparation graduation project (2AMC05) 2024-2025

Objectives At the end of the Preparation Phase the student is able to (context [C], research question [Q] and project preparation [P]):​ [C1] summarize and discuss the problem context, domain-knowledge, and the requirements these set​ [C2] demonstrate an understanding of and discuss the relevant state-of-the-art in research and other prior work in academia (and the organization).​ [Q1] formulate one or more research questions relevant with respect to the given context and state-of-the-art​ Read More …

Capita Selecta Process Analytics (2IMI05) 2024-2025

Objectives Acquire state-of-the-art scientific knowledge of a particular topic in the information systems domain. Typical topics are process modeling, workflow management, process mining, web services, service oriented architectures, language transformations, etc. Content People interested in the ‘process side’ of information systems can take the course ‘Capita selecta architecture of information systems’. This course will be Read More …