IT-Softwareprojekt KMD

(engl. IT-Software project KMD)

Angestrebte Lernergebnisse:
When completing this teamproject successfully, the students can:

• solve a simpified data mining or data engineering task in teamwork
• assess the business implications (costs and benefits) of a solution they propose
• build up a team and organize themselves in it, distributing subtasks among themselves according to their competences, setting milestones and pursuing a joint schedule
• search appropriate libraries for data preparation, learning and visualization
• design a learning workflow, apply simple mining methods and evaluate the induced models
• develop a software solution jointly, using public domain tools
• justify their design decisions and software suite selections
• present their work as a team
• write a joint report where they summarize and justify their approach

Inhalt:
CONTENT:

• Assignment in the form of a realistic but simplified task that involves the analysis of static data with mining methods. The assignment involves design, development and evaluation of a software solution in teamwork.

• The assignment is for a team of students, typically three; for larger teams, the assignment is extended to ensure that the effort of each student is 5 ECTS. The students are called to solve the task as a team. The task involves understanding a realistic but simplified problem, designing, developing and evaluating a solution for it, presenting this solution to the class, defending it and documenting it on paper.

Arbeitsaufwand:
EFFORT: For each team member: 28 h Präsenz + 96 h selbstständige Arbeit / 28 h in class (including meetings + 96 h self-study The IT-softwareproject is typically for three students. For larger teams, the assignments is extended to ensure that the effort of each team member is as above.

Hinweise:
Als Implementierung des generischen PFLICHTMODULS "Softwareprojekt" entsprechend anrechenbar. COURTESY TRANSLATION: This module implements the COMPULSORY generic module 'Softwareprojekt'.