| KA00DA51 | Data Analysis Case Study (10 cr) |
| Prerequisites | Not applicable |
| Objectives | The student can apply the tools of data analysis to various problem sets and provide added value to an organization. The student can interpret the results gained from data analysis and generalize them to solve other problems and to help in decision making as well. The student can utilize AI to solve complex problems. The student understands how to support organizational processes through data analysis. The student can work as a data analysis expert in an organization. |
| Content | -Identification of a problem -Planning a case study -Executing a study plan -Reporting results |
| Recommended optional programme components | If necessary, the student advisor will recommend optional programme components for each student based on their individual study plan. |
| Accomplishment methods | Not applicable |
| Execution methods | Not applicable |
| Materials | Not applicable |
| Literature | Not applicable |
| Evaluation Criteria | 0-5 |
| Evaluation Criteria |
satisfactory (1-2) - use the concepts and theoretical knowledge of his/her own field and justify their use. - understand the significance of multidisciplinary knowledge for his/her own competence. - use information retrieval in R&D work but narrowly. - narrowly use international and domestic, up-to-date expert sources and justify their use. - recognize research and development processes and methods. - report, evaluate and ponder research and development results narrowly. - understand the principles of user-centered design, e.g. service design. good (3-4) - apply concepts and theoretical knowledge of one?s own field of expertise to different situations of one?s work-life. - evaluate knowledge of one?s own field of expertise critically and from a multidisciplinary perspective - use information retrieval in R&D work - use international and domestic, up-to-date expert sources and justify their use. - distinguish between research and development processes and methods. - report research and development results in a clear and reliable way. - Evaluate and ponder the significance, reliability and usability of these results. - Apply the principles and suitable methods of user-oriented development. excellent (5) - produce new research results and connect them to current challenges in work-life. - independently and comprehensively combine research methods with own and referenced knowledge - use information retrieval widely in R&D work. - widely use international and domestic, up-to-date expert sources and justify their use. - manage research and development processes, tools and methods. - report research and development results in an innovative, clear and reliable way. - widely evaluate results from the viewpoint of their significance, reliability and potential for utilization. - exploit user-driven development to create new products or services. |
| Assessment Frameworks | Assessment framework |
| Further Information | Not applicable |
| Responsible persons | Not applicable |
| Links | Assessment framework |
No implementations.