• Formulate a data science problem such that the solution of this data science problem translates to a solution of the domain problem;
• Identify and assess relevant dataset(s), while considering potential legal and ethical issues;
• Analyze data using state-of-the-art data science methods;
• Assess whether results are accurate from a data science point of view;
• Draw conclusions on whether results contribute to the solution of the pre-defined problem and suggest areas of improvement;
• Independently and timely manage and execute the thesis process;
• Give a convincing presentation about the work;
• Write a scientific report about the conducted research

Assessment
Total grade = 60% thesis and results, 10% presentation, 30% process..
The assessment is based on the Assessment Form of a Research Project of the Graduate School of Natural Sciences.
We will provide a thesis guideline (which contains the assessment rubrics) before the start of the thesis projects.

Pre-requisites
Completion of mandatory and at least three elective courses.