OPM 760: Project Seminar Operations Analytics
Contents
The goal of this seminar is to introduce the participants to conducting of scientific research in the field of operations management. Thereby, it prepares the students for writing an analytics-oriented Master’s thesis. Based on scientific literature, participants will apply and implement predictive or descriptive business analytics approaches to solve an operations management problem. A sensitivity analysis demonstrates the reliability of the approach and generate managerial insights. Depending on the assigned topic, students will work individually or in small teams. Students present their findings through a written report and an oral presentation.
Learning outcomes
Students will learn to analyze and implement a predictive or prescriptive business analytics approach based on scientific literature. They learn to design a numerical study to draw conclusions on how this approach supports decisions for a problem in Operations Management. Additionally, they will learn how to present the results of their analyses.
Necessary prerequisites
At least one of the modules OPM 661 or OPM 662 (parallel attendance possible) or an equivalent module within an exchange program.
Recommended prerequisites
Sound knowledge of programming in Python and familiarity in predictive or prescriptive operations analytics. Sound knowledge in production management, quantitative skills, as well as interest in scientific research is required.
Forms of teaching and learning | Contact hours | Independent study time |
---|---|---|
Lecture | 2 SWS | 15 SWS |
ECTS credits | 6 |
Graded | yes |
Workload | 180h |
Language | English |
Form of assessment | Written report (60%, scope depends on the assigned topic), presentation (30%), active contribution to class discussion (10%) |
Restricted admission | yes |
Further information | Registration at the end of the preceding term; website of the chair |
Examiner Performing lecturer | ![]() | Prof. Dr. Raik Stolletz Prof. Dr. Raik Stolletz |
Frequency of offering | Spring semester & fall semester |
Duration of module | 1 semester |
Range of application | M.Sc. MMM, M.Sc. Econ., M.Sc. MMOSCM |
Preliminary course work | – |
Program-specific Competency Goals | CG 1, CG 4 |
Literature | Will be announced for each topic |
Course outline | Topics vary from semester to semester and will be announced at the end of the preceding semester at the homepage. |