Modul im Detail

Detailinformationen zum Modul

Modulbezeichnung:

Applied Data Science Project

Modulbezeichnung (englisch):

Applied Data Science Project

Modulnummer:

88-105-DS04-H-0825

Niveau:

Master (UNI)

Geberstudiengang:

MA Data Science

Typ:

Modul

Federführende Fakultät/Sprachenzentrum:

Mathematisch-Geographische Fakultät

Modulverantwortliche/r:

Oliver, Marcel

Prüfende:

Leistungspunkte (ECTS-Punkte):

Kompetenzen:

Students
• can translate a question in an application context into a mathematical formulation that can be tackled with tools from data science or artificial intelligence
• are able to implement a data science solution in the application context
• self-organize and work in a team
• communicate with team members and domain experts professionally
• document questions, methods, and results in written form
• present these findings to an audience of experts and non-experts

Inhalte/Themen:

This module comprises a one-semester project in a specific application domain. This project can be situated in an external business, a research institute, or a research group at the KU. Students will analyze a business or scientific problem and work toward a solution using tools from data science or machine learning. The project will typically be done in a team of 2-4 students, exceptions are possible.

Formale Voraussetzungen für die Teilnahme:

Admission into the study program

Empfohlene Voraussetzungen:

Mathematics of Data Science, Operations Research, good programming skills

Lehr- und Lernformen/Lehrveranstaltungstypen:

Internship

Voraussetzungen für die Vergabe von ECTS-Punkten:

performance record assessed with at least "sufficient" of portfolio containing:
• Project report (80%)
• Presentation (20%)

Zeitaufwand/Verteilung der ECTS-Punkte innerhalb des Moduls:

Programming work (200 hours), preparing report and presentation (40 hours), attendance at in-person sessions (60 hours)

Modulnote:

Module grade

Lehr- und Lernmethode:

Polyvalenz mit anderen Studiengängen/Hinweise zur Zugänglichkeit:

Turnus des Angebots:

Beteiligte Fachgebiete:

Bemerkung:

KU.Campus