6 ECTS credits
160 u studietijd
Aanbieding 1 met studiegidsnummer 4023167ENR voor alle studenten in het 2e semester met een verdiepend master niveau.
The course teaches the fundamental principles of data science. Students are taught “data-analytic thinking” to extract valuable knowledge and value from data using modern data science techniques. With this knowledge, the student can select and apply an appropriate data science solution to various business problems.
During the lectures, the basic principles of data science are introduced: the data mining process, data preparation, unsupervised learning, supervised learning and evaluation. Furthermore, building upon these basic principles, advanced concepts from the state of the art in ‘Deep Learning’, ‘AI Ethics’ and ‘Causality’ are introduced. Should expert guest lecturers be invited, attendance is mandatory for these lectures.
During the practice sessions, the students will be taught hands-on how to use data science to tackle real business problems. Furthermore, the students will make assignments where develop their own data science solutions. These assignments are designed to test the students’ data-analytic thinking and aptitude to solve business problems using the data science fundamentals covered in class.
Not applicable.
De beoordeling bestaat uit volgende opdrachtcategorieën:
Examen Mondeling bepaalt 75% van het eindcijfer
Examen Andere bepaalt 25% van het eindcijfer
Binnen de categorie Examen Mondeling dient men volgende opdrachten af te werken:
Binnen de categorie Examen Andere dient men volgende opdrachten af te werken:
Evaluation is through the student assignments and an oral exam. Depending on the number of students taking this course, the assignments may be individual or group projects. The oral exam covers the material seen during the lectures, self-study and the exercise sessions. The oral exam may feature multiple choice questions, open questions, exercises, questions about the assignments, etc.
Partial results of the assignments can optionally be transferred to a subsequent exam period only within the same academic year. Transfer of oral exam results is not possible.
Deze aanbieding maakt deel uit van de volgende studieplannen:
Master handelsingenieur: Standaard traject
Master of International Business: Standaard traject (enkel aangeboden in het Engels)
Master of Business Engineering: Business and Technology: Standaard traject (enkel aangeboden in het Engels)